/* Generated by Cython 0.29.21 */

#define PY_SSIZE_T_CLEAN
#include "Python.h"
#ifndef Py_PYTHON_H
    #error Python headers needed to compile C extensions, please install development version of Python.
#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000)
    #error Cython requires Python 2.6+ or Python 3.3+.
#else
#define CYTHON_ABI "0_29_21"
#define CYTHON_HEX_VERSION 0x001D15F0
#define CYTHON_FUTURE_DIVISION 1
#include <stddef.h>
#ifndef offsetof
  #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
#endif
#if !defined(WIN32) && !defined(MS_WINDOWS)
  #ifndef __stdcall
    #define __stdcall
  #endif
  #ifndef __cdecl
    #define __cdecl
  #endif
  #ifndef __fastcall
    #define __fastcall
  #endif
#endif
#ifndef DL_IMPORT
  #define DL_IMPORT(t) t
#endif
#ifndef DL_EXPORT
  #define DL_EXPORT(t) t
#endif
#define __PYX_COMMA ,
#ifndef HAVE_LONG_LONG
  #if PY_VERSION_HEX >= 0x02070000
    #define HAVE_LONG_LONG
  #endif
#endif
#ifndef PY_LONG_LONG
  #define PY_LONG_LONG LONG_LONG
#endif
#ifndef Py_HUGE_VAL
  #define Py_HUGE_VAL HUGE_VAL
#endif
#ifdef PYPY_VERSION
  #define CYTHON_COMPILING_IN_PYPY 1
  #define CYTHON_COMPILING_IN_PYSTON 0
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #undef CYTHON_USE_TYPE_SLOTS
  #define CYTHON_USE_TYPE_SLOTS 0
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #if PY_VERSION_HEX < 0x03050000
    #undef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 0
  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
    #define CYTHON_USE_ASYNC_SLOTS 1
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  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #undef CYTHON_USE_UNICODE_INTERNALS
  #define CYTHON_USE_UNICODE_INTERNALS 0
  #undef CYTHON_USE_UNICODE_WRITER
  #define CYTHON_USE_UNICODE_WRITER 0
  #undef CYTHON_USE_PYLONG_INTERNALS
  #define CYTHON_USE_PYLONG_INTERNALS 0
  #undef CYTHON_AVOID_BORROWED_REFS
  #define CYTHON_AVOID_BORROWED_REFS 1
  #undef CYTHON_ASSUME_SAFE_MACROS
  #define CYTHON_ASSUME_SAFE_MACROS 0
  #undef CYTHON_UNPACK_METHODS
  #define CYTHON_UNPACK_METHODS 0
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #undef CYTHON_PEP489_MULTI_PHASE_INIT
  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
  #undef CYTHON_USE_TP_FINALIZE
  #define CYTHON_USE_TP_FINALIZE 0
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
#elif defined(PYSTON_VERSION)
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 1
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #undef CYTHON_USE_PYTYPE_LOOKUP
  #define CYTHON_USE_PYTYPE_LOOKUP 0
  #undef CYTHON_USE_ASYNC_SLOTS
  #define CYTHON_USE_ASYNC_SLOTS 0
  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #ifndef CYTHON_USE_UNICODE_INTERNALS
    #define CYTHON_USE_UNICODE_INTERNALS 1
  #endif
  #undef CYTHON_USE_UNICODE_WRITER
  #define CYTHON_USE_UNICODE_WRITER 0
  #undef CYTHON_USE_PYLONG_INTERNALS
  #define CYTHON_USE_PYLONG_INTERNALS 0
  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
  #endif
  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
  #endif
  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
  #endif
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
  #undef CYTHON_PEP489_MULTI_PHASE_INIT
  #define CYTHON_PEP489_MULTI_PHASE_INIT 0
  #undef CYTHON_USE_TP_FINALIZE
  #define CYTHON_USE_TP_FINALIZE 0
  #undef CYTHON_USE_DICT_VERSIONS
  #define CYTHON_USE_DICT_VERSIONS 0
  #undef CYTHON_USE_EXC_INFO_STACK
  #define CYTHON_USE_EXC_INFO_STACK 0
#else
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 0
  #define CYTHON_COMPILING_IN_CPYTHON 1
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #if PY_VERSION_HEX < 0x02070000
    #undef CYTHON_USE_PYTYPE_LOOKUP
    #define CYTHON_USE_PYTYPE_LOOKUP 0
  #elif !defined(CYTHON_USE_PYTYPE_LOOKUP)
    #define CYTHON_USE_PYTYPE_LOOKUP 1
  #endif
  #if PY_MAJOR_VERSION < 3
    #undef CYTHON_USE_ASYNC_SLOTS
    #define CYTHON_USE_ASYNC_SLOTS 0
  #elif !defined(CYTHON_USE_ASYNC_SLOTS)
    #define CYTHON_USE_ASYNC_SLOTS 1
  #endif
  #if PY_VERSION_HEX < 0x02070000
    #undef CYTHON_USE_PYLONG_INTERNALS
    #define CYTHON_USE_PYLONG_INTERNALS 0
  #elif !defined(CYTHON_USE_PYLONG_INTERNALS)
    #define CYTHON_USE_PYLONG_INTERNALS 1
  #endif
  #ifndef CYTHON_USE_PYLIST_INTERNALS
    #define CYTHON_USE_PYLIST_INTERNALS 1
  #endif
  #ifndef CYTHON_USE_UNICODE_INTERNALS
    #define CYTHON_USE_UNICODE_INTERNALS 1
  #endif
  #if PY_VERSION_HEX < 0x030300F0
    #undef CYTHON_USE_UNICODE_WRITER
    #define CYTHON_USE_UNICODE_WRITER 0
  #elif !defined(CYTHON_USE_UNICODE_WRITER)
    #define CYTHON_USE_UNICODE_WRITER 1
  #endif
  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
  #endif
  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
  #endif
  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
  #endif
  #ifndef CYTHON_FAST_THREAD_STATE
    #define CYTHON_FAST_THREAD_STATE 1
  #endif
  #ifndef CYTHON_FAST_PYCALL
    #define CYTHON_FAST_PYCALL 1
  #endif
  #ifndef CYTHON_PEP489_MULTI_PHASE_INIT
    #define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000)
  #endif
  #ifndef CYTHON_USE_TP_FINALIZE
    #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1)
  #endif
  #ifndef CYTHON_USE_DICT_VERSIONS
    #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1)
  #endif
  #ifndef CYTHON_USE_EXC_INFO_STACK
    #define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3)
  #endif
#endif
#if !defined(CYTHON_FAST_PYCCALL)
#define CYTHON_FAST_PYCCALL  (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
#endif
#if CYTHON_USE_PYLONG_INTERNALS
  #include "longintrepr.h"
  #undef SHIFT
  #undef BASE
  #undef MASK
  #ifdef SIZEOF_VOID_P
    enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) };
  #endif
#endif
#ifndef __has_attribute
  #define __has_attribute(x) 0
#endif
#ifndef __has_cpp_attribute
  #define __has_cpp_attribute(x) 0
#endif
#ifndef CYTHON_RESTRICT
  #if defined(__GNUC__)
    #define CYTHON_RESTRICT __restrict__
  #elif defined(_MSC_VER) && _MSC_VER >= 1400
    #define CYTHON_RESTRICT __restrict
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_RESTRICT restrict
  #else
    #define CYTHON_RESTRICT
  #endif
#endif
#ifndef CYTHON_UNUSED
# if defined(__GNUC__)
#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
#     define CYTHON_UNUSED __attribute__ ((__unused__))
#   else
#     define CYTHON_UNUSED
#   endif
# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
#   define CYTHON_UNUSED __attribute__ ((__unused__))
# else
#   define CYTHON_UNUSED
# endif
#endif
#ifndef CYTHON_MAYBE_UNUSED_VAR
#  if defined(__cplusplus)
     template<class T> void CYTHON_MAYBE_UNUSED_VAR( const T& ) { }
#  else
#    define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x)
#  endif
#endif
#ifndef CYTHON_NCP_UNUSED
# if CYTHON_COMPILING_IN_CPYTHON
#  define CYTHON_NCP_UNUSED
# else
#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
# endif
#endif
#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)
#ifdef _MSC_VER
    #ifndef _MSC_STDINT_H_
        #if _MSC_VER < 1300
           typedef unsigned char     uint8_t;
           typedef unsigned int      uint32_t;
        #else
           typedef unsigned __int8   uint8_t;
           typedef unsigned __int32  uint32_t;
        #endif
    #endif
#else
   #include <stdint.h>
#endif
#ifndef CYTHON_FALLTHROUGH
  #if defined(__cplusplus) && __cplusplus >= 201103L
    #if __has_cpp_attribute(fallthrough)
      #define CYTHON_FALLTHROUGH [[fallthrough]]
    #elif __has_cpp_attribute(clang::fallthrough)
      #define CYTHON_FALLTHROUGH [[clang::fallthrough]]
    #elif __has_cpp_attribute(gnu::fallthrough)
      #define CYTHON_FALLTHROUGH [[gnu::fallthrough]]
    #endif
  #endif
  #ifndef CYTHON_FALLTHROUGH
    #if __has_attribute(fallthrough)
      #define CYTHON_FALLTHROUGH __attribute__((fallthrough))
    #else
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
  #if defined(__clang__ ) && defined(__apple_build_version__)
    #if __apple_build_version__ < 7000000
      #undef  CYTHON_FALLTHROUGH
      #define CYTHON_FALLTHROUGH
    #endif
  #endif
#endif

#ifndef CYTHON_INLINE
  #if defined(__clang__)
    #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
  #elif defined(__GNUC__)
    #define CYTHON_INLINE __inline__
  #elif defined(_MSC_VER)
    #define CYTHON_INLINE __inline
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_INLINE inline
  #else
    #define CYTHON_INLINE
  #endif
#endif

#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
  #define Py_OptimizeFlag 0
#endif
#define __PYX_BUILD_PY_SSIZE_T "n"
#define CYTHON_FORMAT_SSIZE_T "z"
#if PY_MAJOR_VERSION < 3
  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
  #define __Pyx_DefaultClassType PyClass_Type
#else
  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
#if PY_VERSION_HEX >= 0x030800A4 && PY_VERSION_HEX < 0x030800B2
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_New(a, 0, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
#else
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
#endif
  #define __Pyx_DefaultClassType PyType_Type
#endif
#ifndef Py_TPFLAGS_CHECKTYPES
  #define Py_TPFLAGS_CHECKTYPES 0
#endif
#ifndef Py_TPFLAGS_HAVE_INDEX
  #define Py_TPFLAGS_HAVE_INDEX 0
#endif
#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#ifndef Py_TPFLAGS_HAVE_FINALIZE
  #define Py_TPFLAGS_HAVE_FINALIZE 0
#endif
#ifndef METH_STACKLESS
  #define METH_STACKLESS 0
#endif
#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL)
  #ifndef METH_FASTCALL
     #define METH_FASTCALL 0x80
  #endif
  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs);
  typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args,
                                                          Py_ssize_t nargs, PyObject *kwnames);
#else
  #define __Pyx_PyCFunctionFast _PyCFunctionFast
  #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords
#endif
#if CYTHON_FAST_PYCCALL
#define __Pyx_PyFastCFunction_Check(func)\
    ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)))))
#else
#define __Pyx_PyFastCFunction_Check(func) 0
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
  #define PyObject_Malloc(s)   PyMem_Malloc(s)
  #define PyObject_Free(p)     PyMem_Free(p)
  #define PyObject_Realloc(p)  PyMem_Realloc(p)
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1
  #define PyMem_RawMalloc(n)           PyMem_Malloc(n)
  #define PyMem_RawRealloc(p, n)       PyMem_Realloc(p, n)
  #define PyMem_RawFree(p)             PyMem_Free(p)
#endif
#if CYTHON_COMPILING_IN_PYSTON
  #define __Pyx_PyCode_HasFreeVars(co)  PyCode_HasFreeVars(co)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno) PyFrame_SetLineNumber(frame, lineno)
#else
  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)  (frame)->f_lineno = (lineno)
#endif
#if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#elif PY_VERSION_HEX >= 0x03060000
  #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet()
#elif PY_VERSION_HEX >= 0x03000000
  #define __Pyx_PyThreadState_Current PyThreadState_GET()
#else
  #define __Pyx_PyThreadState_Current _PyThreadState_Current
#endif
#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT)
#include "pythread.h"
#define Py_tss_NEEDS_INIT 0
typedef int Py_tss_t;
static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) {
  *key = PyThread_create_key();
  return 0;
}
static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) {
  Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t));
  *key = Py_tss_NEEDS_INIT;
  return key;
}
static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) {
  PyObject_Free(key);
}
static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) {
  return *key != Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) {
  PyThread_delete_key(*key);
  *key = Py_tss_NEEDS_INIT;
}
static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) {
  return PyThread_set_key_value(*key, value);
}
static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) {
  return PyThread_get_key_value(*key);
}
#endif
#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized)
#define __Pyx_PyDict_NewPresized(n)  ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n))
#else
#define __Pyx_PyDict_NewPresized(n)  PyDict_New()
#endif
#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
#else
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
#endif
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS
#define __Pyx_PyDict_GetItemStr(dict, name)  _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash)
#else
#define __Pyx_PyDict_GetItemStr(dict, name)  PyDict_GetItem(dict, name)
#endif
#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
  #define CYTHON_PEP393_ENABLED 1
  #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
                                              0 : _PyUnicode_Ready((PyObject *)(op)))
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   PyUnicode_MAX_CHAR_VALUE(u)
  #define __Pyx_PyUnicode_KIND(u)         PyUnicode_KIND(u)
  #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
  #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  PyUnicode_WRITE(k, d, i, ch)
  #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE)
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
  #else
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_LENGTH(u))
  #endif
#else
  #define CYTHON_PEP393_ENABLED 0
  #define PyUnicode_1BYTE_KIND  1
  #define PyUnicode_2BYTE_KIND  2
  #define PyUnicode_4BYTE_KIND  4
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
  #define __Pyx_PyUnicode_MAX_CHAR_VALUE(u)   ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111)
  #define __Pyx_PyUnicode_KIND(u)         (sizeof(Py_UNICODE))
  #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
  #define __Pyx_PyUnicode_WRITE(k, d, i, ch)  (((void)(k)), ((Py_UNICODE*)d)[i] = ch)
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_SIZE(u))
#endif
#if CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
#else
  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains)
  #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check)
  #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format)
  #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
#endif
#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
#else
  #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
#endif
#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
  #define PyObject_ASCII(o)            PyObject_Repr(o)
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBaseString_Type            PyUnicode_Type
  #define PyStringObject               PyUnicodeObject
  #define PyString_Type                PyUnicode_Type
  #define PyString_Check               PyUnicode_Check
  #define PyString_CheckExact          PyUnicode_CheckExact
#ifndef PyObject_Unicode
  #define PyObject_Unicode             PyObject_Str
#endif
#endif
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
  #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
#else
  #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
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  #define __Pyx_PySequence_SIZE(seq)  Py_SIZE(seq)
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#if PY_MAJOR_VERSION >= 3
  #define PyIntObject                  PyLongObject
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  #define PyInt_FromUnicode            PyLong_FromUnicode
  #define PyInt_FromLong               PyLong_FromLong
  #define PyInt_FromSize_t             PyLong_FromSize_t
  #define PyInt_FromSsize_t            PyLong_FromSsize_t
  #define PyInt_AsLong                 PyLong_AsLong
  #define PyInt_AS_LONG                PyLong_AS_LONG
  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
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#if PY_MAJOR_VERSION >= 3
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#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
  #ifndef PyUnicode_InternFromString
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#if PY_VERSION_HEX < 0x030200A4
  typedef long Py_hash_t;
  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
  #define __Pyx_PyInt_AsHash_t   __Pyx_PyIndex_AsHash_t
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  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
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#endif
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyMethod_New(func, self, klass) ((self) ? ((void)(klass), PyMethod_New(func, self)) : __Pyx_NewRef(func))
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  #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass)
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#if CYTHON_USE_ASYNC_SLOTS
  #if PY_VERSION_HEX >= 0x030500B1
    #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
    #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
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    #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
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#else
  #define __Pyx_PyType_AsAsync(obj) NULL
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#ifndef __Pyx_PyAsyncMethodsStruct
    typedef struct {
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#endif

#if defined(WIN32) || defined(MS_WINDOWS)
  #define _USE_MATH_DEFINES
#endif
#include <math.h>
#ifdef NAN
#define __PYX_NAN() ((float) NAN)
#else
static CYTHON_INLINE float __PYX_NAN() {
  float value;
  memset(&value, 0xFF, sizeof(value));
  return value;
}
#endif
#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
#define __Pyx_truncl trunc
#else
#define __Pyx_truncl truncl
#endif

#define __PYX_MARK_ERR_POS(f_index, lineno) \
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#define __PYX_ERR(f_index, lineno, Ln_error) \
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#ifndef __PYX_EXTERN_C
  #ifdef __cplusplus
    #define __PYX_EXTERN_C extern "C"
  #else
    #define __PYX_EXTERN_C extern
  #endif
#endif

#define __PYX_HAVE__HTSeq___HTSeq
#define __PYX_HAVE_API__HTSeq___HTSeq
/* Early includes */
#include <string.h>
#include <stdio.h>
#include "numpy/arrayobject.h"
#include "numpy/ufuncobject.h"

    /* NumPy API declarations from "numpy/__init__.pxd" */
    
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS)
#define CYTHON_WITHOUT_ASSERTIONS
#endif

typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding;
                const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;

#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8)
#define __PYX_DEFAULT_STRING_ENCODING ""
#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#define __Pyx_uchar_cast(c) ((unsigned char)c)
#define __Pyx_long_cast(x) ((long)x)
#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (\
    (sizeof(type) < sizeof(Py_ssize_t))  ||\
    (sizeof(type) > sizeof(Py_ssize_t) &&\
          likely(v < (type)PY_SSIZE_T_MAX ||\
                 v == (type)PY_SSIZE_T_MAX)  &&\
          (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||\
                                v == (type)PY_SSIZE_T_MIN)))  ||\
    (sizeof(type) == sizeof(Py_ssize_t) &&\
          (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||\
                               v == (type)PY_SSIZE_T_MAX)))  )
static CYTHON_INLINE int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) {
    return (size_t) i < (size_t) limit;
}
#if defined (__cplusplus) && __cplusplus >= 201103L
    #include <cstdlib>
    #define __Pyx_sst_abs(value) std::abs(value)
#elif SIZEOF_INT >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) abs(value)
#elif SIZEOF_LONG >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) labs(value)
#elif defined (_MSC_VER)
    #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value))
#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define __Pyx_sst_abs(value) llabs(value)
#elif defined (__GNUC__)
    #define __Pyx_sst_abs(value) __builtin_llabs(value)
#else
    #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
#define __Pyx_PyBytes_FromString        PyBytes_FromString
#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
#if PY_MAJOR_VERSION < 3
    #define __Pyx_PyStr_FromString        __Pyx_PyBytes_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#else
    #define __Pyx_PyStr_FromString        __Pyx_PyUnicode_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
#endif
#define __Pyx_PyBytes_AsWritableString(s)     ((char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsWritableSString(s)    ((signed char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsWritableUString(s)    ((unsigned char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsString(s)     ((const char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsSString(s)    ((const signed char*) PyBytes_AS_STRING(s))
#define __Pyx_PyBytes_AsUString(s)    ((const unsigned char*) PyBytes_AS_STRING(s))
#define __Pyx_PyObject_AsWritableString(s)    ((char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableSString(s)    ((signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsWritableUString(s)    ((unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsSString(s)    ((const signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsUString(s)    ((const unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_FromCString(s)  __Pyx_PyObject_FromString((const char*)s)
#define __Pyx_PyBytes_FromCString(s)   __Pyx_PyBytes_FromString((const char*)s)
#define __Pyx_PyByteArray_FromCString(s)   __Pyx_PyByteArray_FromString((const char*)s)
#define __Pyx_PyStr_FromCString(s)     __Pyx_PyStr_FromString((const char*)s)
#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s)
static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) {
    const Py_UNICODE *u_end = u;
    while (*u_end++) ;
    return (size_t)(u_end - u - 1);
}
#define __Pyx_PyUnicode_FromUnicode(u)       PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
#define __Pyx_NewRef(obj) (Py_INCREF(obj), obj)
#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b);
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x);
#define __Pyx_PySequence_Tuple(obj)\
    (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj))
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject*);
#if CYTHON_ASSUME_SAFE_MACROS
#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
#else
#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
#endif
#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
#else
#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
#endif
#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(x))
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
static int __Pyx_sys_getdefaultencoding_not_ascii;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys;
    PyObject* default_encoding = NULL;
    PyObject* ascii_chars_u = NULL;
    PyObject* ascii_chars_b = NULL;
    const char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (!sys) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL);
    Py_DECREF(sys);
    if (!default_encoding) goto bad;
    default_encoding_c = PyBytes_AsString(default_encoding);
    if (!default_encoding_c) goto bad;
    if (strcmp(default_encoding_c, "ascii") == 0) {
        __Pyx_sys_getdefaultencoding_not_ascii = 0;
    } else {
        char ascii_chars[128];
        int c;
        for (c = 0; c < 128; c++) {
            ascii_chars[c] = c;
        }
        __Pyx_sys_getdefaultencoding_not_ascii = 1;
        ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
        if (!ascii_chars_u) goto bad;
        ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
        if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
            PyErr_Format(
                PyExc_ValueError,
                "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
                default_encoding_c);
            goto bad;
        }
        Py_DECREF(ascii_chars_u);
        Py_DECREF(ascii_chars_b);
    }
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(default_encoding);
    Py_XDECREF(ascii_chars_u);
    Py_XDECREF(ascii_chars_b);
    return -1;
}
#endif
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
#else
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
static char* __PYX_DEFAULT_STRING_ENCODING;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys;
    PyObject* default_encoding = NULL;
    char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (!sys) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
    Py_DECREF(sys);
    if (!default_encoding) goto bad;
    default_encoding_c = PyBytes_AsString(default_encoding);
    if (!default_encoding_c) goto bad;
    __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1);
    if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
    strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(default_encoding);
    return -1;
}
#endif
#endif


/* Test for GCC > 2.95 */
#if defined(__GNUC__)     && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
  #define likely(x)   __builtin_expect(!!(x), 1)
  #define unlikely(x) __builtin_expect(!!(x), 0)
#else /* !__GNUC__ or GCC < 2.95 */
  #define likely(x)   (x)
  #define unlikely(x) (x)
#endif /* __GNUC__ */
static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; }

static PyObject *__pyx_m = NULL;
static PyObject *__pyx_d;
static PyObject *__pyx_b;
static PyObject *__pyx_cython_runtime = NULL;
static PyObject *__pyx_empty_tuple;
static PyObject *__pyx_empty_bytes;
static PyObject *__pyx_empty_unicode;
static int __pyx_lineno;
static int __pyx_clineno = 0;
static const char * __pyx_cfilenm= __FILE__;
static const char *__pyx_filename;

/* Header.proto */
#if !defined(CYTHON_CCOMPLEX)
  #if defined(__cplusplus)
    #define CYTHON_CCOMPLEX 1
  #elif defined(_Complex_I)
    #define CYTHON_CCOMPLEX 1
  #else
    #define CYTHON_CCOMPLEX 0
  #endif
#endif
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    #include <complex>
  #else
    #include <complex.h>
  #endif
#endif
#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
  #undef _Complex_I
  #define _Complex_I 1.0fj
#endif


static const char *__pyx_f[] = {
  "src/HTSeq/_HTSeq.pyx",
  "src/HTSeq/_HTSeq.pxd",
  "stringsource",
  "__init__.pxd",
  "type.pxd",
};
/* BufferFormatStructs.proto */
#define IS_UNSIGNED(type) (((type) -1) > 0)
struct __Pyx_StructField_;
#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0)
typedef struct {
  const char* name;
  struct __Pyx_StructField_* fields;
  size_t size;
  size_t arraysize[8];
  int ndim;
  char typegroup;
  char is_unsigned;
  int flags;
} __Pyx_TypeInfo;
typedef struct __Pyx_StructField_ {
  __Pyx_TypeInfo* type;
  const char* name;
  size_t offset;
} __Pyx_StructField;
typedef struct {
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  size_t parent_offset;
} __Pyx_BufFmt_StackElem;
typedef struct {
  __Pyx_StructField root;
  __Pyx_BufFmt_StackElem* head;
  size_t fmt_offset;
  size_t new_count, enc_count;
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  int is_complex;
  char enc_type;
  char new_packmode;
  char enc_packmode;
  char is_valid_array;
} __Pyx_BufFmt_Context;


/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":689
 * # in Cython to enable them only on the right systems.
 * 
 * ctypedef npy_int8       int8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 */
typedef npy_int8 __pyx_t_5numpy_int8_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":690
 * 
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t
 */
typedef npy_int16 __pyx_t_5numpy_int16_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":691
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int64      int64_t
 * #ctypedef npy_int96      int96_t
 */
typedef npy_int32 __pyx_t_5numpy_int32_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":692
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_int96      int96_t
 * #ctypedef npy_int128     int128_t
 */
typedef npy_int64 __pyx_t_5numpy_int64_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":696
 * #ctypedef npy_int128     int128_t
 * 
 * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 */
typedef npy_uint8 __pyx_t_5numpy_uint8_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":697
 * 
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t
 */
typedef npy_uint16 __pyx_t_5numpy_uint16_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":698
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint64     uint64_t
 * #ctypedef npy_uint96     uint96_t
 */
typedef npy_uint32 __pyx_t_5numpy_uint32_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":699
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_uint96     uint96_t
 * #ctypedef npy_uint128    uint128_t
 */
typedef npy_uint64 __pyx_t_5numpy_uint64_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":703
 * #ctypedef npy_uint128    uint128_t
 * 
 * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_float64    float64_t
 * #ctypedef npy_float80    float80_t
 */
typedef npy_float32 __pyx_t_5numpy_float32_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":704
 * 
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_float80    float80_t
 * #ctypedef npy_float128   float128_t
 */
typedef npy_float64 __pyx_t_5numpy_float64_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":713
 * # The int types are mapped a bit surprising --
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t
 */
typedef npy_long __pyx_t_5numpy_int_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":714
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   longlong_t
 * 
 */
typedef npy_longlong __pyx_t_5numpy_long_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":715
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_ulong      uint_t
 */
typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":717
 * ctypedef npy_longlong   longlong_t
 * 
 * ctypedef npy_ulong      uint_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t
 */
typedef npy_ulong __pyx_t_5numpy_uint_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":718
 * 
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 */
typedef npy_ulonglong __pyx_t_5numpy_ulong_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":719
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_intp       intp_t
 */
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":721
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uintp      uintp_t
 * 
 */
typedef npy_intp __pyx_t_5numpy_intp_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":722
 * 
 * ctypedef npy_intp       intp_t
 * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_double     float_t
 */
typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":724
 * ctypedef npy_uintp      uintp_t
 * 
 * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t
 */
typedef npy_double __pyx_t_5numpy_float_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":725
 * 
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longdouble longdouble_t
 * 
 */
typedef npy_double __pyx_t_5numpy_double_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":726
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cfloat      cfloat_t
 */
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
/* Declarations.proto */
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< float > __pyx_t_float_complex;
  #else
    typedef float _Complex __pyx_t_float_complex;
  #endif
#else
    typedef struct { float real, imag; } __pyx_t_float_complex;
#endif
static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);

/* Declarations.proto */
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< double > __pyx_t_double_complex;
  #else
    typedef double _Complex __pyx_t_double_complex;
  #endif
#else
    typedef struct { double real, imag; } __pyx_t_double_complex;
#endif
static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);


/*--- Type declarations ---*/
struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval;
struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition;
struct __pyx_obj_5HTSeq_6_HTSeq_Sequence;
struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities;
struct __pyx_obj_5HTSeq_6_HTSeq_Alignment;
struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal;
struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment;
struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector;
struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray;
struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment;
struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation;
struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":728
 * ctypedef npy_longdouble longdouble_t
 * 
 * ctypedef npy_cfloat      cfloat_t             # <<<<<<<<<<<<<<
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t
 */
typedef npy_cfloat __pyx_t_5numpy_cfloat_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":729
 * 
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t             # <<<<<<<<<<<<<<
 * ctypedef npy_clongdouble clongdouble_t
 * 
 */
typedef npy_cdouble __pyx_t_5numpy_cdouble_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":730
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cdouble     complex_t
 */
typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;

/* "../../../../../usr/lib/python3.8/site-packages/numpy/__init__.pxd":732
 * ctypedef npy_clongdouble clongdouble_t
 * 
 * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 */
typedef npy_cdouble __pyx_t_5numpy_complex_t;
struct __pyx_opt_args_5HTSeq_6_HTSeq_8Sequence_get_reverse_complement;
struct __pyx_opt_args_5HTSeq_6_HTSeq_8Sequence_trim_left_end;
struct __pyx_opt_args_5HTSeq_6_HTSeq_8Sequence_trim_right_end;
struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_trim_left_end_with_quals;
struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_trim_right_end_with_quals;
struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_get_reverse_complement;
struct __pyx_opt_args_5HTSeq_6_HTSeq_parse_cigar;
struct __pyx_opt_args_5HTSeq_6_HTSeq_build_cigar_list;
struct __pyx_opt_args_5HTSeq_6_HTSeq_quotesafe_split;

/* "HTSeq/_HTSeq.pxd":23
 *    cdef public str name
 *    cdef public str descr
 *    cpdef Sequence get_reverse_complement(self, bint rename=?)             # <<<<<<<<<<<<<<
 *    cpdef object add_bases_to_count_array(Sequence self, numpy.ndarray count_array_)
 *    cpdef Sequence trim_left_end(Sequence self, Sequence pattern, float mismatch_prop=?)
 */
struct __pyx_opt_args_5HTSeq_6_HTSeq_8Sequence_get_reverse_complement {
  int __pyx_n;
  int rename;
};

/* "HTSeq/_HTSeq.pxd":25
 *    cpdef Sequence get_reverse_complement(self, bint rename=?)
 *    cpdef object add_bases_to_count_array(Sequence self, numpy.ndarray count_array_)
 *    cpdef Sequence trim_left_end(Sequence self, Sequence pattern, float mismatch_prop=?)             # <<<<<<<<<<<<<<
 *    cpdef Sequence trim_right_end(Sequence self, Sequence pattern, float mismatch_prop=?)
 * 
 */
struct __pyx_opt_args_5HTSeq_6_HTSeq_8Sequence_trim_left_end {
  int __pyx_n;
  float mismatch_prop;
};

/* "HTSeq/_HTSeq.pxd":26
 *    cpdef object add_bases_to_count_array(Sequence self, numpy.ndarray count_array_)
 *    cpdef Sequence trim_left_end(Sequence self, Sequence pattern, float mismatch_prop=?)
 *    cpdef Sequence trim_right_end(Sequence self, Sequence pattern, float mismatch_prop=?)             # <<<<<<<<<<<<<<
 * 
 * 
 */
struct __pyx_opt_args_5HTSeq_6_HTSeq_8Sequence_trim_right_end {
  int __pyx_n;
  float mismatch_prop;
};

/* "HTSeq/_HTSeq.pxd":36
 *    cdef _fill_qual_arr(SequenceWithQualities self)
 *    cpdef object add_qual_to_count_array(SequenceWithQualities self, numpy.ndarray count_array_)
 *    cpdef SequenceWithQualities trim_left_end_with_quals(SequenceWithQualities self,             # <<<<<<<<<<<<<<
 *          Sequence pattern, int max_mm_qual=?)
 *    cpdef SequenceWithQualities trim_right_end_with_quals(SequenceWithQualities self,
 */
struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_trim_left_end_with_quals {
  int __pyx_n;
  int max_mm_qual;
};

/* "HTSeq/_HTSeq.pxd":38
 *    cpdef SequenceWithQualities trim_left_end_with_quals(SequenceWithQualities self,
 *          Sequence pattern, int max_mm_qual=?)
 *    cpdef SequenceWithQualities trim_right_end_with_quals(SequenceWithQualities self,             # <<<<<<<<<<<<<<
 *          Sequence pattern, int max_mm_qual=?)
 * 
 */
struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_trim_right_end_with_quals {
  int __pyx_n;
  int max_mm_qual;
};

/* "HTSeq/_HTSeq.pyx":906
 *         return sio.getvalue()
 * 
 *     cpdef SequenceWithQualities get_reverse_complement(self, bint rename=True):             # <<<<<<<<<<<<<<
 *         cdef SequenceWithQualities res
 *         if rename:
 */
struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_get_reverse_complement {
  int __pyx_n;
  int rename;
};

/* "HTSeq/_HTSeq.pyx":1162
 * _re_cigar_codes = re.compile('([MIDNSHP=X])')
 * 
 * cpdef list parse_cigar(str cigar_string, int ref_left=0, str chrom="", str strand="."):             # <<<<<<<<<<<<<<
 *     cdef list split_cigar, cl
 *     cdef int size
 */
struct __pyx_opt_args_5HTSeq_6_HTSeq_parse_cigar {
  int __pyx_n;
  int ref_left;
  PyObject *chrom;
  PyObject *strand;
};

/* "HTSeq/_HTSeq.pyx":1179
 *     return build_cigar_list(cl, ref_left, chrom, strand)
 * 
 * cpdef list build_cigar_list(list cigar_pairs, int ref_left=0, str chrom="", str strand="."):             # <<<<<<<<<<<<<<
 *     cdef list split_cigar, res
 *     cdef int rpos, qpos, size
 */
struct __pyx_opt_args_5HTSeq_6_HTSeq_build_cigar_list {
  int __pyx_n;
  int ref_left;
  PyObject *chrom;
  PyObject *strand;
};

/* "HTSeq/_HTSeq.pyx":1587
 * ###########################
 * 
 * cpdef list quotesafe_split(bytes s, bytes split=b';', bytes quote=b'"'):             # <<<<<<<<<<<<<<
 *     cdef list l = []
 *     cdef int i = 0
 */
struct __pyx_opt_args_5HTSeq_6_HTSeq_quotesafe_split {
  int __pyx_n;
  PyObject *split;
  PyObject *quote;
};

/* "HTSeq/_HTSeq.pxd":3
 * cimport numpy
 * 
 * cdef class GenomicInterval:             # <<<<<<<<<<<<<<
 * 
 *    cdef public str chrom
 */
struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval {
  PyObject_HEAD
  struct __pyx_vtabstruct_5HTSeq_6_HTSeq_GenomicInterval *__pyx_vtab;
  PyObject *chrom;
  long start;
  long end;
  PyObject *_strand;
};


/* "HTSeq/_HTSeq.pxd":15
 *    cpdef extend_to_include(GenomicInterval self, GenomicInterval iv)
 * 
 * cdef class GenomicPosition( GenomicInterval ):             # <<<<<<<<<<<<<<
 *    pass
 * 
 */
struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition {
  struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval __pyx_base;
};


/* "HTSeq/_HTSeq.pxd":19
 * 
 * 
 * cdef class Sequence(object):             # <<<<<<<<<<<<<<
 *    cdef public bytes seq
 *    cdef public str name
 */
struct __pyx_obj_5HTSeq_6_HTSeq_Sequence {
  PyObject_HEAD
  struct __pyx_vtabstruct_5HTSeq_6_HTSeq_Sequence *__pyx_vtab;
  PyObject *seq;
  PyObject *name;
  PyObject *descr;
};


/* "HTSeq/_HTSeq.pxd":29
 * 
 * 
 * cdef class SequenceWithQualities(Sequence):             # <<<<<<<<<<<<<<
 *    cdef readonly bytes _qualstr
 *    cdef readonly bytes _qualstr_phred
 */
struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities {
  struct __pyx_obj_5HTSeq_6_HTSeq_Sequence __pyx_base;
  PyObject *_qualstr;
  PyObject *_qualstr_phred;
  PyObject *_qualscale;
  PyObject *_qualarr;
};


/* "HTSeq/_HTSeq.pxd":42
 * 
 * 
 * cdef class Alignment(object):             # <<<<<<<<<<<<<<
 *    cdef public SequenceWithQualities _read
 *    cdef public GenomicInterval iv
 */
struct __pyx_obj_5HTSeq_6_HTSeq_Alignment {
  PyObject_HEAD
  struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *_read;
  struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *iv;
};


/* "HTSeq/_HTSeq.pxd":46
 *    cdef public GenomicInterval iv
 * 
 * cdef class AlignmentWithSequenceReversal(Alignment):             # <<<<<<<<<<<<<<
 *    cdef public SequenceWithQualities read_as_aligned
 *    cdef public SequenceWithQualities _read_as_sequenced
 */
struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal {
  struct __pyx_obj_5HTSeq_6_HTSeq_Alignment __pyx_base;
  struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *read_as_aligned;
  struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *_read_as_sequenced;
};


/* "HTSeq/_HTSeq.pxd":50
 *    cdef public SequenceWithQualities _read_as_sequenced
 * 
 * cdef class SAM_Alignment(AlignmentWithSequenceReversal):             # <<<<<<<<<<<<<<
 *    cdef public list cigar
 *    cdef public int aQual
 */
struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment {
  struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal __pyx_base;
  PyObject *cigar;
  int aQual;
  struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *mate_start;
  PyObject *pe_which;
  int inferred_insert_size;
  int proper_pair;
  int not_primary_alignment;
  int failed_platform_qc;
  int pcr_or_optical_duplicate;
  int supplementary;
  PyObject *original_sam_line;
  int _flag;
  PyObject *optional_fields;
};


/* "HTSeq/_HTSeq.pyx":318
 * 
 * 
 * cdef class ChromVector(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef public object array
 */
struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector {
  PyObject_HEAD
  PyObject *array;
  struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *iv;
  int offset;
  int is_vector_of_sets;
  PyObject *_storage;
};


/* "HTSeq/_HTSeq.pyx":486
 *     return cv
 * 
 * cdef class GenomicArray(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef public dict chrom_vectors
 */
struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray {
  PyObject_HEAD
  PyObject *chrom_vectors;
  int stranded;
  PyObject *typecode;
  int auto_add_chroms;
  PyObject *storage;
  PyObject *memmap_dir;
};


/* "HTSeq/_HTSeq.pyx":1082
 * 
 * 
 * cdef class BowtieAlignment(AlignmentWithSequenceReversal):             # <<<<<<<<<<<<<<
 * 
 *     """When reading in a Bowtie file, objects of the class BowtieAlignment
 */
struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment {
  struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal __pyx_base;
  PyObject *reserved;
  PyObject *substitutions;
};


/* "HTSeq/_HTSeq.pyx":1118
 *     'X': 'sequence-mismatched'}
 * 
 * cdef class CigarOperation(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef public str type
 */
struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation {
  PyObject_HEAD
  PyObject *type;
  int size;
  struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *ref_iv;
  int query_from;
  int query_to;
};


/* "HTSeq/_HTSeq.pyx":442
 *             raise TypeError, "Illegal index type"
 * 
 *     def __iadd__(self, value):             # <<<<<<<<<<<<<<
 *         if not self.is_vector_of_sets:
 *             self.array[self.iv.start - self.offset: self.iv.end -
 */
struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ {
  PyObject_HEAD
  PyObject *__pyx_v_value;
};



/* "HTSeq/_HTSeq.pyx":29
 * cdef str strand_nostrand = intern(".")
 * 
 * cdef class GenomicInterval:             # <<<<<<<<<<<<<<
 * 
 *     """A GenomicInterval specifies an interval (i.e., a range of
 */

struct __pyx_vtabstruct_5HTSeq_6_HTSeq_GenomicInterval {
  PyObject *(*is_contained_in)(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *, int __pyx_skip_dispatch);
  PyObject *(*contains)(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *, int __pyx_skip_dispatch);
  PyObject *(*overlaps)(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *, int __pyx_skip_dispatch);
  PyObject *(*extend_to_include)(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_5HTSeq_6_HTSeq_GenomicInterval *__pyx_vtabptr_5HTSeq_6_HTSeq_GenomicInterval;


/* "HTSeq/_HTSeq.pyx":261
 * 
 * 
 * cdef class GenomicPosition(GenomicInterval):             # <<<<<<<<<<<<<<
 * 
 *     """A GenomicPosition specifies the position of a nucleotide or
 */

struct __pyx_vtabstruct_5HTSeq_6_HTSeq_GenomicPosition {
  struct __pyx_vtabstruct_5HTSeq_6_HTSeq_GenomicInterval __pyx_base;
};
static struct __pyx_vtabstruct_5HTSeq_6_HTSeq_GenomicPosition *__pyx_vtabptr_5HTSeq_6_HTSeq_GenomicPosition;


/* "HTSeq/_HTSeq.pyx":639
 * base_to_column = {'A': 0, 'C': 1, 'G': 2, 'T': 3, 'N': 4}
 * 
 * cdef class Sequence(object):             # <<<<<<<<<<<<<<
 *     """A Sequence, typically of DNA, with a name.
 *     """
 */

struct __pyx_vtabstruct_5HTSeq_6_HTSeq_Sequence {
  struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *(*get_reverse_complement)(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_8Sequence_get_reverse_complement *__pyx_optional_args);
  PyObject *(*add_bases_to_count_array)(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *, PyArrayObject *, int __pyx_skip_dispatch);
  struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *(*trim_left_end)(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *, struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_8Sequence_trim_left_end *__pyx_optional_args);
  struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *(*trim_right_end)(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *, struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_8Sequence_trim_right_end *__pyx_optional_args);
};
static struct __pyx_vtabstruct_5HTSeq_6_HTSeq_Sequence *__pyx_vtabptr_5HTSeq_6_HTSeq_Sequence;


/* "HTSeq/_HTSeq.pyx":789
 * 
 * 
 * cdef class SequenceWithQualities(Sequence):             # <<<<<<<<<<<<<<
 *     """A Sequence with base-call quality scores.
 *     It now has property  'qual', an integer NumPy array of Sanger/Phred
 */

struct __pyx_vtabstruct_5HTSeq_6_HTSeq_SequenceWithQualities {
  struct __pyx_vtabstruct_5HTSeq_6_HTSeq_Sequence __pyx_base;
  PyObject *(*_fill_qual_arr)(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *);
  PyObject *(*add_qual_to_count_array)(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *, PyArrayObject *, int __pyx_skip_dispatch);
  struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *(*trim_left_end_with_quals)(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *, struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_trim_left_end_with_quals *__pyx_optional_args);
  struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *(*trim_right_end_with_quals)(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *, struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_trim_right_end_with_quals *__pyx_optional_args);
  struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *(*get_reverse_complement)(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_get_reverse_complement *__pyx_optional_args);
};
static struct __pyx_vtabstruct_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_vtabptr_5HTSeq_6_HTSeq_SequenceWithQualities;

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  #define __Pyx_DECREF(r) Py_DECREF(r)
  #define __Pyx_GOTREF(r)
  #define __Pyx_GIVEREF(r)
  #define __Pyx_XINCREF(r) Py_XINCREF(r)
  #define __Pyx_XDECREF(r) Py_XDECREF(r)
  #define __Pyx_XGOTREF(r)
  #define __Pyx_XGIVEREF(r)
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#define __Pyx_XDECREF_SET(r, v) do {\
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#define __Pyx_DECREF_SET(r, v) do {\
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#define __Pyx_CLEAR(r)    do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
#define __Pyx_XCLEAR(r)   do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)

/* PyObjectGetAttrStr.proto */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
#endif

/* GetBuiltinName.proto */
static PyObject *__Pyx_GetBuiltinName(PyObject *name);

/* RaiseArgTupleInvalid.proto */
static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
    Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found);

/* RaiseDoubleKeywords.proto */
static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);

/* ParseKeywords.proto */
static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\
    PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,\
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/* ArgTypeTest.proto */
#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\
    ((likely((Py_TYPE(obj) == type) | (none_allowed && (obj == Py_None)))) ? 1 :\
        __Pyx__ArgTypeTest(obj, type, name, exact))
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact);

/* Intern.proto */
static PyObject* __Pyx_Intern(PyObject* s);

/* PyObjectSetAttrStr.proto */
#if CYTHON_USE_TYPE_SLOTS
#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o, n, NULL)
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value);
#else
#define __Pyx_PyObject_DelAttrStr(o,n)   PyObject_DelAttr(o,n)
#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v)
#endif

/* PyThreadStateGet.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyThreadState_declare  PyThreadState *__pyx_tstate;
#define __Pyx_PyThreadState_assign  __pyx_tstate = __Pyx_PyThreadState_Current;
#define __Pyx_PyErr_Occurred()  __pyx_tstate->curexc_type
#else
#define __Pyx_PyThreadState_declare
#define __Pyx_PyThreadState_assign
#define __Pyx_PyErr_Occurred()  PyErr_Occurred()
#endif

/* PyErrFetchRestore.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL)
#define __Pyx_ErrRestoreWithState(type, value, tb)  __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb)    __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb)
#define __Pyx_ErrRestore(type, value, tb)  __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb)
#define __Pyx_ErrFetch(type, value, tb)    __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL))
#else
#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
#endif
#else
#define __Pyx_PyErr_Clear() PyErr_Clear()
#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc)
#define __Pyx_ErrRestoreWithState(type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb)  PyErr_Fetch(type, value, tb)
#define __Pyx_ErrRestoreInState(tstate, type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchInState(tstate, type, value, tb)  PyErr_Fetch(type, value, tb)
#define __Pyx_ErrRestore(type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetch(type, value, tb)  PyErr_Fetch(type, value, tb)
#endif

/* RaiseException.proto */
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);

/* PyFunctionFastCall.proto */
#if CYTHON_FAST_PYCALL
#define __Pyx_PyFunction_FastCall(func, args, nargs)\
    __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL)
#if 1 || PY_VERSION_HEX < 0x030600B1
static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs);
#else
#define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) _PyFunction_FastCallDict(func, args, nargs, kwargs)
#endif
#define __Pyx_BUILD_ASSERT_EXPR(cond)\
    (sizeof(char [1 - 2*!(cond)]) - 1)
#ifndef Py_MEMBER_SIZE
#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member)
#endif
  static size_t __pyx_pyframe_localsplus_offset = 0;
  #include "frameobject.h"
  #define __Pxy_PyFrame_Initialize_Offsets()\
    ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\
     (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus)))
  #define __Pyx_PyFrame_GetLocalsplus(frame)\
    (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset))
#endif

/* PyObjectCall.proto */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw);
#else
#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw)
#endif

/* PyObjectCallMethO.proto */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
#endif

/* PyObjectCallNoArg.proto */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);
#else
#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL)
#endif

/* PyCFunctionFastCall.proto */
#if CYTHON_FAST_PYCCALL
static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, PyObject **args, Py_ssize_t nargs);
#else
#define __Pyx_PyCFunction_FastCall(func, args, nargs)  (assert(0), NULL)
#endif

/* PyObjectCallOneArg.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);

/* RaiseTooManyValuesToUnpack.proto */
static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);

/* RaiseNeedMoreValuesToUnpack.proto */
static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);

/* IterFinish.proto */
static CYTHON_INLINE int __Pyx_IterFinish(void);

/* UnpackItemEndCheck.proto */
static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected);

/* PyObjectFormatAndDecref.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f);
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f);

/* PyUnicode_Unicode.proto */
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_Unicode(PyObject *obj);

/* BuildPyUnicode.proto */
static PyObject* __Pyx_PyUnicode_BuildFromAscii(Py_ssize_t ulength, char* chars, int clength,
                                                int prepend_sign, char padding_char);

/* CIntToPyUnicode.proto */
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_From_long(long value, Py_ssize_t width, char padding_char, char format_char);

/* PyDictVersioning.proto */
#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
#define __PYX_DICT_VERSION_INIT  ((PY_UINT64_T) -1)
#define __PYX_GET_DICT_VERSION(dict)  (((PyDictObject*)(dict))->ma_version_tag)
#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\
    (version_var) = __PYX_GET_DICT_VERSION(dict);\
    (cache_var) = (value);
#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\
    static PY_UINT64_T __pyx_dict_version = 0;\
    static PyObject *__pyx_dict_cached_value = NULL;\
    if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\
        (VAR) = __pyx_dict_cached_value;\
    } else {\
        (VAR) = __pyx_dict_cached_value = (LOOKUP);\
        __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\
    }\
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj);
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj);
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version);
#else
#define __PYX_GET_DICT_VERSION(dict)  (0)
#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)
#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP)  (VAR) = (LOOKUP);
#endif

/* GetModuleGlobalName.proto */
#if CYTHON_USE_DICT_VERSIONS
#define __Pyx_GetModuleGlobalName(var, name)  {\
    static PY_UINT64_T __pyx_dict_version = 0;\
    static PyObject *__pyx_dict_cached_value = NULL;\
    (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) ?\
        (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\
        __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
}
#define __Pyx_GetModuleGlobalNameUncached(var, name)  {\
    PY_UINT64_T __pyx_dict_version;\
    PyObject *__pyx_dict_cached_value;\
    (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\
}
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value);
#else
#define __Pyx_GetModuleGlobalName(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
#define __Pyx_GetModuleGlobalNameUncached(var, name)  (var) = __Pyx__GetModuleGlobalName(name)
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name);
#endif

/* IncludeStringH.proto */
#include <string.h>

/* JoinPyUnicode.proto */
static PyObject* __Pyx_PyUnicode_Join(PyObject* value_tuple, Py_ssize_t value_count, Py_ssize_t result_ulength,
                                      Py_UCS4 max_char);

/* PyObjectCall2Args.proto */
static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2);

/* BytesEquals.proto */
static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);

/* UnicodeEquals.proto */
static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);

/* SliceObject.proto */
#define __Pyx_PyObject_DelSlice(obj, cstart, cstop, py_start, py_stop, py_slice, has_cstart, has_cstop, wraparound)\
    __Pyx_PyObject_SetSlice(obj, (PyObject*)NULL, cstart, cstop, py_start, py_stop, py_slice, has_cstart, has_cstop, wraparound)
static CYTHON_INLINE int __Pyx_PyObject_SetSlice(
        PyObject* obj, PyObject* value, Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** py_start, PyObject** py_stop, PyObject** py_slice,
        int has_cstart, int has_cstop, int wraparound);

/* PyIntCompare.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, long intval, long inplace);

/* GetItemInt.proto */
#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\
    (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\
               __Pyx_GetItemInt_Generic(o, to_py_func(i))))
#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
    (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck);
#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
    (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck);
static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j);
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
                                                     int is_list, int wraparound, int boundscheck);

/* ExtTypeTest.proto */
static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);

/* None.proto */
static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);

/* None.proto */
static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname);

/* SliceObject.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(
        PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** py_start, PyObject** py_stop, PyObject** py_slice,
        int has_cstart, int has_cstop, int wraparound);

/* FetchCommonType.proto */
static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);

/* CythonFunctionShared.proto */
#define __Pyx_CyFunction_USED 1
#define __Pyx_CYFUNCTION_STATICMETHOD  0x01
#define __Pyx_CYFUNCTION_CLASSMETHOD   0x02
#define __Pyx_CYFUNCTION_CCLASS        0x04
#define __Pyx_CyFunction_GetClosure(f)\
    (((__pyx_CyFunctionObject *) (f))->func_closure)
#define __Pyx_CyFunction_GetClassObj(f)\
    (((__pyx_CyFunctionObject *) (f))->func_classobj)
#define __Pyx_CyFunction_Defaults(type, f)\
    ((type *)(((__pyx_CyFunctionObject *) (f))->defaults))
#define __Pyx_CyFunction_SetDefaultsGetter(f, g)\
    ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g)
typedef struct {
    PyCFunctionObject func;
#if PY_VERSION_HEX < 0x030500A0
    PyObject *func_weakreflist;
#endif
    PyObject *func_dict;
    PyObject *func_name;
    PyObject *func_qualname;
    PyObject *func_doc;
    PyObject *func_globals;
    PyObject *func_code;
    PyObject *func_closure;
    PyObject *func_classobj;
    void *defaults;
    int defaults_pyobjects;
    size_t defaults_size;  // used by FusedFunction for copying defaults
    int flags;
    PyObject *defaults_tuple;
    PyObject *defaults_kwdict;
    PyObject *(*defaults_getter)(PyObject *);
    PyObject *func_annotations;
} __pyx_CyFunctionObject;
static PyTypeObject *__pyx_CyFunctionType = 0;
#define __Pyx_CyFunction_Check(obj)  (__Pyx_TypeCheck(obj, __pyx_CyFunctionType))
static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject* op, PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *self,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m,
                                                         size_t size,
                                                         int pyobjects);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m,
                                                            PyObject *tuple);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m,
                                                             PyObject *dict);
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m,
                                                              PyObject *dict);
static int __pyx_CyFunction_init(void);

/* CythonFunction.proto */
static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *closure,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);

/* ListCompAppend.proto */
#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len)) {
        Py_INCREF(x);
        PyList_SET_ITEM(list, len, x);
        __Pyx_SET_SIZE(list, len + 1);
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x)
#endif

/* ObjectGetItem.proto */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key);
#else
#define __Pyx_PyObject_GetItem(obj, key)  PyObject_GetItem(obj, key)
#endif

/* PyDictContains.proto */
static CYTHON_INLINE int __Pyx_PyDict_ContainsTF(PyObject* item, PyObject* dict, int eq) {
    int result = PyDict_Contains(dict, item);
    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
}

/* DictGetItem.proto */
#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key);
#define __Pyx_PyObject_Dict_GetItem(obj, name)\
    (likely(PyDict_CheckExact(obj)) ?\
     __Pyx_PyDict_GetItem(obj, name) : PyObject_GetItem(obj, name))
#else
#define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
#define __Pyx_PyObject_Dict_GetItem(obj, name)  PyObject_GetItem(obj, name)
#endif

/* GetAttr.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *);

/* HasAttr.proto */
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *, PyObject *);

/* PyObjectGetMethod.proto */
static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method);

/* PyObjectCallMethod0.proto */
static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name);

/* RaiseNoneIterError.proto */
static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void);

/* UnpackTupleError.proto */
static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index);

/* UnpackTuple2.proto */
#define __Pyx_unpack_tuple2(tuple, value1, value2, is_tuple, has_known_size, decref_tuple)\
    (likely(is_tuple || PyTuple_Check(tuple)) ?\
        (likely(has_known_size || PyTuple_GET_SIZE(tuple) == 2) ?\
            __Pyx_unpack_tuple2_exact(tuple, value1, value2, decref_tuple) :\
            (__Pyx_UnpackTupleError(tuple, 2), -1)) :\
        __Pyx_unpack_tuple2_generic(tuple, value1, value2, has_known_size, decref_tuple))
static CYTHON_INLINE int __Pyx_unpack_tuple2_exact(
    PyObject* tuple, PyObject** value1, PyObject** value2, int decref_tuple);
static int __Pyx_unpack_tuple2_generic(
    PyObject* tuple, PyObject** value1, PyObject** value2, int has_known_size, int decref_tuple);

/* dict_iter.proto */
static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name,
                                                   Py_ssize_t* p_orig_length, int* p_is_dict);
static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos,
                                              PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict);

/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_SubtractObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check);
#else
#define __Pyx_PyInt_SubtractObjC(op1, op2, intval, inplace, zerodivision_check)\
    (inplace ? PyNumber_InPlaceSubtract(op1, op2) : PyNumber_Subtract(op1, op2))
#endif

/* PyObjectFormat.proto */
#if CYTHON_USE_UNICODE_WRITER
static PyObject* __Pyx_PyObject_Format(PyObject* s, PyObject* f);
#else
#define __Pyx_PyObject_Format(s, f) PyObject_Format(s, f)
#endif

/* decode_c_string_utf16.proto */
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16(const char *s, Py_ssize_t size, const char *errors) {
    int byteorder = 0;
    return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16LE(const char *s, Py_ssize_t size, const char *errors) {
    int byteorder = -1;
    return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}
static CYTHON_INLINE PyObject *__Pyx_PyUnicode_DecodeUTF16BE(const char *s, Py_ssize_t size, const char *errors) {
    int byteorder = 1;
    return PyUnicode_DecodeUTF16(s, size, errors, &byteorder);
}

/* decode_c_bytes.proto */
static CYTHON_INLINE PyObject* __Pyx_decode_c_bytes(
         const char* cstring, Py_ssize_t length, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors));

/* decode_bytes.proto */
static CYTHON_INLINE PyObject* __Pyx_decode_bytes(
         PyObject* string, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) {
    return __Pyx_decode_c_bytes(
        PyBytes_AS_STRING(string), PyBytes_GET_SIZE(string),
        start, stop, encoding, errors, decode_func);
}

/* CIntToPyUnicode.proto */
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char, char format_char);

/* unicode_tailmatch.proto */
static int __Pyx_PyUnicode_Tailmatch(
    PyObject* s, PyObject* substr, Py_ssize_t start, Py_ssize_t end, int direction);

/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check);
#else
#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check)\
    (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2))
#endif

/* IsLittleEndian.proto */
static CYTHON_INLINE int __Pyx_Is_Little_Endian(void);

/* BufferFormatCheck.proto */
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts);
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              __Pyx_TypeInfo* type);

/* BufferGetAndValidate.proto */
#define __Pyx_GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack)\
    ((obj == Py_None || obj == NULL) ?\
    (__Pyx_ZeroBuffer(buf), 0) :\
    __Pyx__GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack))
static int  __Pyx__GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
    __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack);
static void __Pyx_ZeroBuffer(Py_buffer* buf);
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info);
static Py_ssize_t __Pyx_minusones[] = { -1, -1, -1, -1, -1, -1, -1, -1 };
static Py_ssize_t __Pyx_zeros[] = { 0, 0, 0, 0, 0, 0, 0, 0 };

/* BufferIndexError.proto */
static void __Pyx_RaiseBufferIndexError(int axis);

#define __Pyx_BufPtrStrided2d(type, buf, i0, s0, i1, s1) (type)((char*)buf + i0 * s0 + i1 * s1)
#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char*)buf + i0 * s0)
/* BufferFallbackError.proto */
static void __Pyx_RaiseBufferFallbackError(void);

/* PyErrExceptionMatches.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err)
static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err);
#else
#define __Pyx_PyErr_ExceptionMatches(err)  PyErr_ExceptionMatches(err)
#endif

/* GetAttr3.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *, PyObject *, PyObject *);

/* CIntToPyUnicode.proto */
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char, char format_char);

/* None.proto */
static CYTHON_INLINE Py_ssize_t __Pyx_mod_Py_ssize_t(Py_ssize_t, Py_ssize_t);

/* None.proto */
static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t, Py_ssize_t);

/* GetTopmostException.proto */
#if CYTHON_USE_EXC_INFO_STACK
static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate);
#endif

/* SaveResetException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_ExceptionSave(type, value, tb)  __Pyx__ExceptionSave(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#define __Pyx_ExceptionReset(type, value, tb)  __Pyx__ExceptionReset(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
#else
#define __Pyx_ExceptionSave(type, value, tb)   PyErr_GetExcInfo(type, value, tb)
#define __Pyx_ExceptionReset(type, value, tb)  PyErr_SetExcInfo(type, value, tb)
#endif

/* GetException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_GetException(type, value, tb)  __Pyx__GetException(__pyx_tstate, type, value, tb)
static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#else
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb);
#endif

/* ListAppend.proto */
#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) {
        Py_INCREF(x);
        PyList_SET_ITEM(list, len, x);
        __Pyx_SET_SIZE(list, len + 1);
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
#endif

/* GetItemIntUnicode.proto */
#define __Pyx_GetItemInt_Unicode(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\
    __Pyx_GetItemInt_Unicode_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\
    (PyErr_SetString(PyExc_IndexError, "string index out of range"), (Py_UCS4)-1))
static CYTHON_INLINE Py_UCS4 __Pyx_GetItemInt_Unicode_Fast(PyObject* ustring, Py_ssize_t i,
                                                           int wraparound, int boundscheck);

/* PyUnicode_Substring.proto */
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_Substring(
            PyObject* text, Py_ssize_t start, Py_ssize_t stop);

/* Import.proto */
static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level);

/* PyIntCompare.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_NeObjC(PyObject *op1, PyObject *op2, long intval, long inplace);

/* bytes_index.proto */
static CYTHON_INLINE char __Pyx_PyBytes_GetItemInt(PyObject* bytes, Py_ssize_t index, int check_bounds);

/* ImportFrom.proto */
static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name);

/* CallNextTpTraverse.proto */
static int __Pyx_call_next_tp_traverse(PyObject* obj, visitproc v, void *a, traverseproc current_tp_traverse);

/* CallNextTpClear.proto */
static void __Pyx_call_next_tp_clear(PyObject* obj, inquiry current_tp_dealloc);

/* PyObject_GenericGetAttrNoDict.proto */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GenericGetAttrNoDict PyObject_GenericGetAttr
#endif

/* PyObject_GenericGetAttr.proto */
#if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name);
#else
#define __Pyx_PyObject_GenericGetAttr PyObject_GenericGetAttr
#endif

/* SetVTable.proto */
static int __Pyx_SetVtable(PyObject *dict, void *vtable);

/* PyObjectGetAttrStrNoError.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name);

/* SetupReduce.proto */
static int __Pyx_setup_reduce(PyObject* type_obj);

/* TypeImport.proto */
#ifndef __PYX_HAVE_RT_ImportType_proto
#define __PYX_HAVE_RT_ImportType_proto
enum __Pyx_ImportType_CheckSize {
   __Pyx_ImportType_CheckSize_Error = 0,
   __Pyx_ImportType_CheckSize_Warn = 1,
   __Pyx_ImportType_CheckSize_Ignore = 2
};
static PyTypeObject *__Pyx_ImportType(PyObject* module, const char *module_name, const char *class_name, size_t size, enum __Pyx_ImportType_CheckSize check_size);
#endif

/* ClassMethod.proto */
#include "descrobject.h"
static CYTHON_UNUSED PyObject* __Pyx_Method_ClassMethod(PyObject *method);

/* GetNameInClass.proto */
#define __Pyx_GetNameInClass(var, nmspace, name)  (var) = __Pyx__GetNameInClass(nmspace, name)
static PyObject *__Pyx__GetNameInClass(PyObject *nmspace, PyObject *name);

/* CLineInTraceback.proto */
#ifdef CYTHON_CLINE_IN_TRACEBACK
#define __Pyx_CLineForTraceback(tstate, c_line)  (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0)
#else
static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line);
#endif

/* CodeObjectCache.proto */
typedef struct {
    PyCodeObject* code_object;
    int code_line;
} __Pyx_CodeObjectCacheEntry;
struct __Pyx_CodeObjectCache {
    int count;
    int max_count;
    __Pyx_CodeObjectCacheEntry* entries;
};
static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
static PyCodeObject *__pyx_find_code_object(int code_line);
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);

/* AddTraceback.proto */
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);

/* BufferStructDeclare.proto */
typedef struct {
  Py_ssize_t shape, strides, suboffsets;
} __Pyx_Buf_DimInfo;
typedef struct {
  size_t refcount;
  Py_buffer pybuffer;
} __Pyx_Buffer;
typedef struct {
  __Pyx_Buffer *rcbuffer;
  char *data;
  __Pyx_Buf_DimInfo diminfo[8];
} __Pyx_LocalBuf_ND;

#if PY_MAJOR_VERSION < 3
    static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags);
    static void __Pyx_ReleaseBuffer(Py_buffer *view);
#else
    #define __Pyx_GetBuffer PyObject_GetBuffer
    #define __Pyx_ReleaseBuffer PyBuffer_Release
#endif


/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);

/* None.proto */
static CYTHON_INLINE long __Pyx_pow_long(long, long);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_Py_intptr_t(Py_intptr_t value);

/* RealImag.proto */
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    #define __Pyx_CREAL(z) ((z).real())
    #define __Pyx_CIMAG(z) ((z).imag())
  #else
    #define __Pyx_CREAL(z) (__real__(z))
    #define __Pyx_CIMAG(z) (__imag__(z))
  #endif
#else
    #define __Pyx_CREAL(z) ((z).real)
    #define __Pyx_CIMAG(z) ((z).imag)
#endif
#if defined(__cplusplus) && CYTHON_CCOMPLEX\
        && (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103)
    #define __Pyx_SET_CREAL(z,x) ((z).real(x))
    #define __Pyx_SET_CIMAG(z,y) ((z).imag(y))
#else
    #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x)
    #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y)
#endif

/* Arithmetic.proto */
#if CYTHON_CCOMPLEX
    #define __Pyx_c_eq_float(a, b)   ((a)==(b))
    #define __Pyx_c_sum_float(a, b)  ((a)+(b))
    #define __Pyx_c_diff_float(a, b) ((a)-(b))
    #define __Pyx_c_prod_float(a, b) ((a)*(b))
    #define __Pyx_c_quot_float(a, b) ((a)/(b))
    #define __Pyx_c_neg_float(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zero_float(z) ((z)==(float)0)
    #define __Pyx_c_conj_float(z)    (::std::conj(z))
    #if 1
        #define __Pyx_c_abs_float(z)     (::std::abs(z))
        #define __Pyx_c_pow_float(a, b)  (::std::pow(a, b))
    #endif
  #else
    #define __Pyx_c_is_zero_float(z) ((z)==0)
    #define __Pyx_c_conj_float(z)    (conjf(z))
    #if 1
        #define __Pyx_c_abs_float(z)     (cabsf(z))
        #define __Pyx_c_pow_float(a, b)  (cpowf(a, b))
    #endif
 #endif
#else
    static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex);
    static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex);
    #if 1
        static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex);
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex);
    #endif
#endif

/* Arithmetic.proto */
#if CYTHON_CCOMPLEX
    #define __Pyx_c_eq_double(a, b)   ((a)==(b))
    #define __Pyx_c_sum_double(a, b)  ((a)+(b))
    #define __Pyx_c_diff_double(a, b) ((a)-(b))
    #define __Pyx_c_prod_double(a, b) ((a)*(b))
    #define __Pyx_c_quot_double(a, b) ((a)/(b))
    #define __Pyx_c_neg_double(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zero_double(z) ((z)==(double)0)
    #define __Pyx_c_conj_double(z)    (::std::conj(z))
    #if 1
        #define __Pyx_c_abs_double(z)     (::std::abs(z))
        #define __Pyx_c_pow_double(a, b)  (::std::pow(a, b))
    #endif
  #else
    #define __Pyx_c_is_zero_double(z) ((z)==0)
    #define __Pyx_c_conj_double(z)    (conj(z))
    #if 1
        #define __Pyx_c_abs_double(z)     (cabs(z))
        #define __Pyx_c_pow_double(a, b)  (cpow(a, b))
    #endif
 #endif
#else
    static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex);
    static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex);
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex);
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex);
    #endif
#endif

/* CIntFromPy.proto */
static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);

/* CIntFromPy.proto */
static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);

/* CIntFromPy.proto */
static CYTHON_INLINE Py_intptr_t __Pyx_PyInt_As_Py_intptr_t(PyObject *);

/* CIntFromPy.proto */
static CYTHON_INLINE npy_uint8 __Pyx_PyInt_As_npy_uint8(PyObject *);

/* CIntFromPy.proto */
static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *);

/* FastTypeChecks.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type)
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b);
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type);
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2);
#else
#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type)
#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2))
#endif
#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)

/* CheckBinaryVersion.proto */
static int __Pyx_check_binary_version(void);

/* InitStrings.proto */
static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);

static PyObject *__pyx_f_5HTSeq_6_HTSeq_15GenomicInterval_is_contained_in(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_iv, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq_15GenomicInterval_contains(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_iv, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq_15GenomicInterval_overlaps(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_iv, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq_15GenomicInterval_extend_to_include(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_iv, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_f_5HTSeq_6_HTSeq_8Sequence_get_reverse_complement(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_8Sequence_get_reverse_complement *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq_8Sequence_add_bases_to_count_array(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, PyArrayObject *__pyx_v_count_array_, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_f_5HTSeq_6_HTSeq_8Sequence_trim_left_end(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_pattern, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_8Sequence_trim_left_end *__pyx_optional_args); /* proto*/
static struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_f_5HTSeq_6_HTSeq_8Sequence_trim_right_end(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_pattern, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_8Sequence_trim_right_end *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq_21SequenceWithQualities__fill_qual_arr(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self); /* proto*/
struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_f_5HTSeq_6_HTSeq_21SequenceWithQualities_get_reverse_complement(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_get_reverse_complement *__pyx_optional_args); /* proto*/
struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_f_5HTSeq_6_HTSeq_21SequenceWithQualities_get_reverse_complement__pyx_wrap_1(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_get_reverse_complement *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq_21SequenceWithQualities_add_qual_to_count_array(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, PyArrayObject *__pyx_v_count_array_, int __pyx_skip_dispatch); /* proto*/
static struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_f_5HTSeq_6_HTSeq_21SequenceWithQualities_trim_left_end_with_quals(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_pattern, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_trim_left_end_with_quals *__pyx_optional_args); /* proto*/
static struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_f_5HTSeq_6_HTSeq_21SequenceWithQualities_trim_right_end_with_quals(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_pattern, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_21SequenceWithQualities_trim_right_end_with_quals *__pyx_optional_args); /* proto*/

/* Module declarations from 'cpython.buffer' */

/* Module declarations from 'libc.string' */

/* Module declarations from 'libc.stdio' */

/* Module declarations from '__builtin__' */

/* Module declarations from 'cpython.type' */
static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0;

/* Module declarations from 'cpython' */

/* Module declarations from 'cpython.object' */

/* Module declarations from 'cpython.ref' */

/* Module declarations from 'cpython.mem' */

/* Module declarations from 'numpy' */

/* Module declarations from 'numpy' */
static PyTypeObject *__pyx_ptype_5numpy_dtype = 0;
static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0;
static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0;
static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0;
static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0;

/* Module declarations from 'HTSeq._HTSeq' */
static PyTypeObject *__pyx_ptype_5HTSeq_6_HTSeq_GenomicInterval = 0;
static PyTypeObject *__pyx_ptype_5HTSeq_6_HTSeq_GenomicPosition = 0;
static PyTypeObject *__pyx_ptype_5HTSeq_6_HTSeq_Sequence = 0;
static PyTypeObject *__pyx_ptype_5HTSeq_6_HTSeq_SequenceWithQualities = 0;
static PyTypeObject *__pyx_ptype_5HTSeq_6_HTSeq_Alignment = 0;
static PyTypeObject *__pyx_ptype_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal = 0;
static PyTypeObject *__pyx_ptype_5HTSeq_6_HTSeq_SAM_Alignment = 0;
static PyTypeObject *__pyx_ptype_5HTSeq_6_HTSeq_ChromVector = 0;
static PyTypeObject *__pyx_ptype_5HTSeq_6_HTSeq_GenomicArray = 0;
static PyTypeObject *__pyx_ptype_5HTSeq_6_HTSeq_BowtieAlignment = 0;
static PyTypeObject *__pyx_ptype_5HTSeq_6_HTSeq_CigarOperation = 0;
static PyTypeObject *__pyx_ptype_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ = 0;
static PyObject *__pyx_v_5HTSeq_6_HTSeq_strand_plus = 0;
static PyObject *__pyx_v_5HTSeq_6_HTSeq_strand_minus = 0;
static PyObject *__pyx_v_5HTSeq_6_HTSeq_strand_nostrand = 0;
static PyObject *__pyx_v_5HTSeq_6_HTSeq__translation_table_for_complementation = 0;
static PyObject *__pyx_8genexpr1__pyx_v_5HTSeq_6_HTSeq_i;
static PyObject *__pyx_8genexpr1__pyx_v_5HTSeq_6_HTSeq_x;
static PyObject *__pyx_f_5HTSeq_6_HTSeq_reverse_complement(PyObject *, int __pyx_skip_dispatch); /*proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq_parse_cigar(PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_parse_cigar *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq_build_cigar_list(PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_build_cigar_list *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq__parse_SAM_optional_field_value(PyObject *); /*proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq_quotesafe_split(PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_5HTSeq_6_HTSeq_quotesafe_split *__pyx_optional_args); /*proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq___pyx_unpickle_Alignment__set_state(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *, PyObject *); /*proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq___pyx_unpickle_AlignmentWithSequenceReversal__set_state(struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *, PyObject *); /*proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq___pyx_unpickle_BowtieAlignment__set_state(struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *, PyObject *); /*proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq___pyx_unpickle_CigarOperation__set_state(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *, PyObject *); /*proto*/
static PyObject *__pyx_f_5HTSeq_6_HTSeq___pyx_unpickle_SAM_Alignment__set_state(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *, PyObject *); /*proto*/
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int_t = { "int_t", NULL, sizeof(__pyx_t_5numpy_int_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_int_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_int_t), 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t = { "uint8_t", NULL, sizeof(__pyx_t_5numpy_uint8_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_uint8_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_uint8_t), 0 };
#define __Pyx_MODULE_NAME "HTSeq._HTSeq"
extern int __pyx_module_is_main_HTSeq___HTSeq;
int __pyx_module_is_main_HTSeq___HTSeq = 0;

/* Implementation of 'HTSeq._HTSeq' */
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_NotImplementedError;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_IndexError;
static PyObject *__pyx_builtin_KeyError;
static PyObject *__pyx_builtin_open;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_ImportError;
static const char __pyx_k_A[] = "A";
static const char __pyx_k_C[] = "C";
static const char __pyx_k_D[] = "D";
static const char __pyx_k_G[] = "G";
static const char __pyx_k_H[] = "H";
static const char __pyx_k_I[] = "I";
static const char __pyx_k_M[] = "M";
static const char __pyx_k_N[] = "N";
static const char __pyx_k_O[] = "O";
static const char __pyx_k_P[] = "P";
static const char __pyx_k_S[] = "S";
static const char __pyx_k_T[] = "T";
static const char __pyx_k_X[] = "X";
static const char __pyx_k_Z[] = "Z";
static const char __pyx_k_d[] = "d";
static const char __pyx_k_f[] = "f";
static const char __pyx_k_i[] = "i";
static const char __pyx_k_s[] = ">%s\n";
static const char __pyx_k_w[] = "w+";
static const char __pyx_k_x[] = "x";
static const char __pyx_k_y[] = "y";
static const char __pyx_k__2[] = "<";
static const char __pyx_k__3[] = "', [";
static const char __pyx_k__4[] = ",";
static const char __pyx_k__5[] = "'>";
static const char __pyx_k__6[] = ":[";
static const char __pyx_k__7[] = ")/";
static const char __pyx_k__8[] = ".";
static const char __pyx_k__9[] = "':";
static const char __pyx_k_cv[] = "cv";
static const char __pyx_k_ga[] = "ga";
static const char __pyx_k_iv[] = "iv";
static const char __pyx_k_os[] = "os";
static const char __pyx_k_re[] = "re";
static const char __pyx_k_se[] = "se";
static const char __pyx_k_Inf[] = "Inf";
static const char __pyx_k__10[] = ":";
static const char __pyx_k__11[] = "/";
static const char __pyx_k__12[] = "";
static const char __pyx_k__16[] = ", ";
static const char __pyx_k__17[] = ">";
static const char __pyx_k__19[] = "+";
static const char __pyx_k__20[] = "-";
static const char __pyx_k__21[] = "\t";
static const char __pyx_k__22[] = "\n";
static const char __pyx_k__25[] = ")>";
static const char __pyx_k__26[] = " ";
static const char __pyx_k__27[] = "@";
static const char __pyx_k__28[] = "+\n";
static const char __pyx_k__29[] = " '";
static const char __pyx_k__30[] = "< ";
static const char __pyx_k__31[] = ": ";
static const char __pyx_k__32[] = ") >";
static const char __pyx_k__33[] = "=";
static const char __pyx_k__34[] = "*";
static const char __pyx_k__39[] = ";";
static const char __pyx_k__40[] = "\"";
static const char __pyx_k_add[] = "add";
static const char __pyx_k_csv[] = "csv";
static const char __pyx_k_end[] = "end";
static const char __pyx_k_new[] = "__new__";
static const char __pyx_k_nmm[] = ".nmm";
static const char __pyx_k_pos[] = "pos";
static const char __pyx_k_qto[] = "qto";
static const char __pyx_k_rto[] = "rto";
static const char __pyx_k_s_2[] = "@%s\n";
static const char __pyx_k_s_3[] = "s";
static const char __pyx_k_seq[] = "seq";
static const char __pyx_k_sys[] = "sys";
static const char __pyx_k_tid[] = "tid";
static const char __pyx_k_vec[] = "vec";
static const char __pyx_k_w_2[] = "w";
static const char __pyx_k_None[] = "None";
static const char __pyx_k_Read[] = "Read";
static const char __pyx_k_aend[] = "aend";
static const char __pyx_k_auto[] = "auto";
static const char __pyx_k_copy[] = "copy";
static const char __pyx_k_dict[] = "__dict__";
static const char __pyx_k_flag[] = "flag";
static const char __pyx_k_gzip[] = "gzip";
static const char __pyx_k_iadd[] = "__iadd__";
static const char __pyx_k_init[] = "__init__";
static const char __pyx_k_join[] = "join";
static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_mapq[] = "mapq";
static const char __pyx_k_math[] = "math";
static const char __pyx_k_mode[] = "mode";
static const char __pyx_k_mpos[] = "mpos";
static const char __pyx_k_mrnm[] = "mrnm";
static const char __pyx_k_name[] = "__name__";
static const char __pyx_k_none[] = "none";
static const char __pyx_k_open[] = "open";
static const char __pyx_k_part[] = "[part]";
static const char __pyx_k_path[] = "path";
static const char __pyx_k_qual[] = "qual";
static const char __pyx_k_read[] = "read";
static const char __pyx_k_size[] = "size";
static const char __pyx_k_step[] = "step";
static const char __pyx_k_stop[] = "stop";
static const char __pyx_k_tags[] = "tags";
static const char __pyx_k_test[] = "__test__";
static const char __pyx_k_type[] = "type_";
static const char __pyx_k_HTSeq[] = "HTSeq";
static const char __pyx_k_apply[] = "apply";
static const char __pyx_k_array[] = "array";
static const char __pyx_k_check[] = "check";
static const char __pyx_k_chrom[] = "chrom";
static const char __pyx_k_cigar[] = "cigar";
static const char __pyx_k_class[] = "__class__";
static const char __pyx_k_close[] = "close";
static const char __pyx_k_descr[] = "descr";
static const char __pyx_k_dtype[] = "dtype";
static const char __pyx_k_empty[] = "empty";
static const char __pyx_k_end_d[] = "end_d";
static const char __pyx_k_first[] = "first";
static const char __pyx_k_index[] = "index";
static const char __pyx_k_isize[] = "isize";
static const char __pyx_k_log10[] = "log10";
static const char __pyx_k_numpy[] = "numpy";
static const char __pyx_k_phred[] = "phred";
static const char __pyx_k_pysam[] = "pysam";
static const char __pyx_k_qfrom[] = "qfrom";
static const char __pyx_k_qname[] = "qname";
static const char __pyx_k_quote[] = "quote";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_rfrom[] = "rfrom";
static const char __pyx_k_shape[] = "shape";
static const char __pyx_k_split[] = "split";
static const char __pyx_k_start[] = "start";
static const char __pyx_k_steps[] = "steps";
static const char __pyx_k_uint8[] = "uint8";
static const char __pyx_k_upper[] = "upper";
static const char __pyx_k_write[] = "write";
static const char __pyx_k_zeros[] = "zeros";
static const char __pyx_k_addval[] = "addval";
static const char __pyx_k_base_s[] = " base(s) ";
static const char __pyx_k_chroms[] = "chroms";
static const char __pyx_k_create[] = "create";
static const char __pyx_k_decode[] = "decode";
static const char __pyx_k_encode[] = "encode";
static const char __pyx_k_gettid[] = "gettid";
static const char __pyx_k_import[] = "__import__";
static const char __pyx_k_length[] = "length";
static const char __pyx_k_memmap[] = "memmap";
static const char __pyx_k_name_2[] = "name";
static const char __pyx_k_object[] = " object '";
static const char __pyx_k_offset[] = "offset";
static const char __pyx_k_padded[] = "padded";
static const char __pyx_k_pickle[] = "pickle";
static const char __pyx_k_reduce[] = "__reduce__";
static const char __pyx_k_ref_iv[] = "ref_iv";
static const char __pyx_k_rename[] = "rename";
static const char __pyx_k_rstrip[] = "rstrip";
static const char __pyx_k_second[] = "second";
static const char __pyx_k_solexa[] = "solexa";
static const char __pyx_k_stderr[] = "stderr";
static const char __pyx_k_strand[] = "strand";
static const char __pyx_k_type_2[] = "type";
static const char __pyx_k_update[] = "update";
static const char __pyx_k_values[] = "values";
static const char __pyx_k_aligned[] = "aligned";
static const char __pyx_k_compile[] = "compile";
static const char __pyx_k_deleted[] = "deleted";
static const char __pyx_k_matched[] = "matched";
static const char __pyx_k_maxsize[] = "maxsize";
static const char __pyx_k_missing[] = "missing";
static const char __pyx_k_ndarray[] = "ndarray";
static const char __pyx_k_noquals[] = "noquals";
static const char __pyx_k_pattern[] = "pattern";
static const char __pyx_k_qualstr[] = "qualstr";
static const char __pyx_k_samfile[] = "samfile";
static const char __pyx_k_skipped[] = "skipped";
static const char __pyx_k_start_d[] = "start_d";
static const char __pyx_k_storage[] = "storage";
static const char __pyx_k_unknown[] = "unknown";
static const char __pyx_k_unnamed[] = "unnamed";
static const char __pyx_k_ACGTacgt[] = "ACGTacgt";
static const char __pyx_k_KeyError[] = "KeyError";
static const char __pyx_k_Sequence[] = "Sequence";
static const char __pyx_k_StringIO[] = "StringIO";
static const char __pyx_k_TGCAtgca[] = "TGCAtgca";
static const char __pyx_k_contains[] = "contains";
static const char __pyx_k_filename[] = "filename";
static const char __pyx_k_getrname[] = "getrname";
static const char __pyx_k_getstate[] = "__getstate__";
static const char __pyx_k_getvalue[] = "getvalue";
static const char __pyx_k_inserted[] = "inserted";
static const char __pyx_k_is_read1[] = "is_read1";
static const char __pyx_k_is_read2[] = "is_read2";
static const char __pyx_k_length_2[] = "' (length ";
static const char __pyx_k_object_2[] = " object, ";
static const char __pyx_k_object_3[] = " object: ";
static const char __pyx_k_overlaps[] = "overlaps";
static const char __pyx_k_pyx_type[] = "__pyx_type";
static const char __pyx_k_query_iv[] = ", query iv [";
static const char __pyx_k_ref_left[] = "ref_left";
static const char __pyx_k_setstate[] = "__setstate__";
static const char __pyx_k_strand_2[] = "), strand '";
static const char __pyx_k_strand_3[] = ", strand '";
static const char __pyx_k_stranded[] = "stranded";
static const char __pyx_k_typecode[] = "typecode";
static const char __pyx_k_warnings[] = "warnings";
static const char __pyx_k_Alignment[] = "Alignment";
static const char __pyx_k_MIDNSHP_X[] = "([MIDNSHP=X])";
static const char __pyx_k_TypeError[] = "TypeError";
static const char __pyx_k_add_chrom[] = "add_chrom";
static const char __pyx_k_cStringIO[] = "cStringIO";
static const char __pyx_k_enumerate[] = "enumerate";
static const char __pyx_k_is_paired[] = "is_paired";
static const char __pyx_k_is_qcfail[] = "is_qcfail";
static const char __pyx_k_itertools[] = "itertools";
static const char __pyx_k_maketrans[] = "maketrans";
static const char __pyx_k_on_ref_iv[] = " on ref iv ";
static const char __pyx_k_pyx_state[] = "__pyx_state";
static const char __pyx_k_qualscale[] = "qualscale";
static const char __pyx_k_reduce_ex[] = "__reduce_ex__";
static const char __pyx_k_storage_2[] = "_storage";
static const char __pyx_k_translate[] = "translate";
static const char __pyx_k_IndexError[] = "IndexError";
static const char __pyx_k_StepVector[] = "StepVector";
static const char __pyx_k_ValueError[] = "ValueError";
static const char __pyx_k_aligned_to[] = "' aligned to ";
static const char __pyx_k_fasta_file[] = "fasta_file";
static const char __pyx_k_is_reverse[] = "is_reverse";
static const char __pyx_k_memmap_dir[] = "memmap_dir";
static const char __pyx_k_paired_end[] = "paired_end";
static const char __pyx_k_pyx_result[] = "__pyx_result";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_query_name[] = "query_name";
static const char __pyx_k_revcomp_of[] = "revcomp_of_";
static const char __pyx_k_solexa_old[] = "solexa-old";
static const char __pyx_k_AlignedRead[] = "AlignedRead";
static const char __pyx_k_ChromVector[] = "ChromVector";
static const char __pyx_k_ImportError[] = "ImportError";
static const char __pyx_k_PickleError[] = "PickleError";
static const char __pyx_k_bowtie_line[] = "bowtie_line";
static const char __pyx_k_cigar_pairs[] = "cigar_pairs";
static const char __pyx_k_cigartuples[] = "cigartuples";
static const char __pyx_k_collections[] = "collections";
static const char __pyx_k_create_view[] = "_create_view";
static const char __pyx_k_is_unmapped[] = "is_unmapped";
static const char __pyx_k_max_mm_qual[] = "max_mm_qual";
static const char __pyx_k_not_aligned[] = "', not aligned>";
static const char __pyx_k_start_index[] = "start_index";
static const char __pyx_k_GenomicArray[] = "GenomicArray";
static const char __pyx_k_HTSeq__HTSeq[] = "HTSeq._HTSeq";
static const char __pyx_k_cigar_string[] = "cigar_string";
static const char __pyx_k_hard_clipped[] = "hard-clipped";
static const char __pyx_k_is_duplicate[] = "is_duplicate";
static const char __pyx_k_is_secondary[] = "is_secondary";
static const char __pyx_k_mate_aligned[] = "mate_aligned";
static const char __pyx_k_pyx_checksum[] = "__pyx_checksum";
static const char __pyx_k_reference_id[] = "reference_id";
static const char __pyx_k_soft_clipped[] = "soft-clipped";
static const char __pyx_k_stringsource[] = "stringsource";
static const char __pyx_k_SAM_Alignment[] = "SAM_Alignment";
static const char __pyx_k_chrom_vectors[] = "chrom_vectors";
static const char __pyx_k_from_SAM_line[] = "from_SAM_line";
static const char __pyx_k_mismatch_prop[] = "mismatch_prop";
static const char __pyx_k_reduce_cython[] = "__reduce_cython__";
static const char __pyx_k_reference_end[] = "reference_end";
static const char __pyx_k_track_options[] = "track_options";
static const char __pyx_k_trim_left_end[] = "trim_left_end";
static const char __pyx_k_AlignedSegment[] = "AlignedSegment";
static const char __pyx_k_CigarOperation[] = "CigarOperation";
static const char __pyx_k_HTSeq_internal[] = "_HTSeq_internal";
static const char __pyx_k_base_to_column[] = "base_to_column";
static const char __pyx_k_is_proper_pair[] = "is_proper_pair";
static const char __pyx_k_not_paired_end[] = "not_paired_end";
static const char __pyx_k_query_sequence[] = "query_sequence";
static const char __pyx_k_re_cigar_codes[] = "_re_cigar_codes";
static const char __pyx_k_stop_too_large[] = "stop too large";
static const char __pyx_k_trim_right_end[] = "trim_right_end";
static const char __pyx_k_BowtieAlignment[] = "BowtieAlignment";
static const char __pyx_k_GenomicInterval[] = "GenomicInterval";
static const char __pyx_k_GenomicPosition[] = "GenomicPosition";
static const char __pyx_k_Paired_end_read[] = "Paired-end read";
static const char __pyx_k_Strand_mismatch[] = "Strand mismatch.";
static const char __pyx_k_is_contained_in[] = "is_contained_in";
static const char __pyx_k_mapping_quality[] = "mapping_quality";
static const char __pyx_k_mate_is_reverse[] = "mate_is_reverse";
static const char __pyx_k_pyx_PickleError[] = "__pyx_PickleError";
static const char __pyx_k_query_qualities[] = "query_qualities";
static const char __pyx_k_read_as_aligned[] = "read_as_aligned";
static const char __pyx_k_reference_start[] = "reference_start";
static const char __pyx_k_setstate_cython[] = "__setstate_cython__";
static const char __pyx_k_start_too_small[] = "start too small";
static const char __pyx_k_template_length[] = "template_length";
static const char __pyx_k_unmatched_quote[] = "unmatched quote";
static const char __pyx_k_convert_to_phred[] = "convert_to_phred";
static const char __pyx_k_file_or_filename[] = "file_or_filename";
static const char __pyx_k_is_supplementary[] = "is_supplementary";
static const char __pyx_k_mate_is_unmapped[] = "mate_is_unmapped";
static const char __pyx_k_sequence_matched[] = "sequence-matched";
static const char __pyx_k_ChromVector_steps[] = "ChromVector_steps";
static const char __pyx_k_Strand_must_be_or[] = "Strand must be'+', '-', or '.'.";
static const char __pyx_k_extend_to_include[] = "extend_to_include";
static const char __pyx_k_is_vector_of_sets[] = "is_vector_of_sets";
static const char __pyx_k_next_reference_id[] = "next_reference_id";
static const char __pyx_k_GenomicArray_steps[] = "GenomicArray_steps";
static const char __pyx_k_Illegal_index_type[] = "Illegal index type";
static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
static const char __pyx_k_NotImplementedError[] = "NotImplementedError";
static const char __pyx_k_characters_per_line[] = "characters_per_line";
static const char __pyx_k_raw_optional_fields[] = "raw_optional_fields";
static const char __pyx_k_sequence_mismatched[] = "sequence-mismatched";
static const char __pyx_k_track_type_bedGraph[] = "track type=bedGraph\n";
static const char __pyx_k_write_to_fastq_file[] = "write_to_fastq_file";
static const char __pyx_k_ChromVector_unpickle[] = "_ChromVector_unpickle";
static const char __pyx_k_Illegal_index_type_2[] = "Illegal index type.";
static const char __pyx_k_Illegal_storage_mode[] = "Illegal storage mode.";
static const char __pyx_k_iadd___locals_addval[] = "__iadd__.<locals>.addval";
static const char __pyx_k_next_reference_start[] = "next_reference_start";
static const char __pyx_k_src_HTSeq__HTSeq_pyx[] = "src/HTSeq/_HTSeq.pyx";
static const char __pyx_k_GenomicArray_unpickle[] = "_GenomicArray_unpickle";
static const char __pyx_k_GenomicInterval_range[] = "GenomicInterval_range";
static const char __pyx_k_SequenceWithQualities[] = "SequenceWithQualities";
static const char __pyx_k_cigar_operation_codes[] = "cigar_operation_codes";
static const char __pyx_k_cigar_operation_names[] = "cigar_operation_names";
static const char __pyx_k_track_type_bedGraph_s[] = "track type=bedGraph %s\n";
static const char __pyx_k_GenomicInterval_ranged[] = "GenomicInterval_ranged";
static const char __pyx_k_Illegal_CIGAR_string_s[] = "Illegal CIGAR string '%s'";
static const char __pyx_k_Quality_string_missing[] = "Quality string missing.";
static const char __pyx_k_from_pysam_AlignedRead[] = "from_pysam_AlignedRead";
static const char __pyx_k_get_reverse_complement[] = "get_reverse_complement";
static const char __pyx_k_pyx_unpickle_Alignment[] = "__pyx_unpickle_Alignment";
static const char __pyx_k_quote_must_be_length_1[] = "'quote' must be length 1";
static const char __pyx_k_split_must_be_length_1[] = "'split' must be length 1";
static const char __pyx_k_Illegal_quality_scale_s[] = "Illegal quality scale '%s'.";
static const char __pyx_k_add_qual_to_count_array[] = "add_qual_to_count_array";
static const char __pyx_k_Chromosome_name_mismatch[] = "Chromosome name mismatch.";
static const char __pyx_k_Quality_string_missing_2[] = "Quality string missing";
static const char __pyx_k_add_bases_to_count_array[] = "add_bases_to_count_array";
static const char __pyx_k_start_is_larger_than_end[] = "start is larger than end";
static const char __pyx_k_trim_left_end_with_quals[] = "trim_left_end_with_quals";
static const char __pyx_k_cigar_operation_code_dict[] = "cigar_operation_code_dict";
static const char __pyx_k_from_pysam_AlignedSegment[] = "from_pysam_AlignedSegment";
static const char __pyx_k_trim_right_end_with_quals[] = "trim_right_end_with_quals";
static const char __pyx_k_pyx_unpickle_SAM_Alignment[] = "__pyx_unpickle_SAM_Alignment";
static const char __pyx_k_pyx_unpickle_CigarOperation[] = "__pyx_unpickle_CigarOperation";
static const char __pyx_k_Inconsistent_CIGAR_operation[] = "Inconsistent CIGAR operation.";
static const char __pyx_k_pyx_unpickle_BowtieAlignment[] = "__pyx_unpickle_BowtieAlignment";
static const char __pyx_k_AlignmentWithSequenceReversal[] = "AlignmentWithSequenceReversal";
static const char __pyx_k_pyx_unpickle_AlignmentWithSequ[] = "__pyx_unpickle_AlignmentWithSequenceReversal";
static const char __pyx_k_Automatic_adding_of_chromosomes[] = "Automatic adding of chromosomes can  only be used with storage type 'StepVector'.";
static const char __pyx_k_Illegal_base_letter_encountered[] = "Illegal base letter encountered.";
static const char __pyx_k_Malformatted_SAM_optional_field[] = "Malformatted SAM optional field '%'";
static const char __pyx_k_Quality_string_has_not_the_same[] = "Quality string has not the same length as sequence.";
static const char __pyx_k_SAM_optional_field_with_illegal[] = "SAM optional field with illegal type letter '%s'";
static const char __pyx_k_assignment_to_qual_with_illegal[] = "assignment to qual with illegal shape";
static const char __pyx_k_chroms_must_be_a_list_or_a_dict[] = "'chroms' must be a list or a dict or 'auto'.";
static const char __pyx_k_count_array_has_too_few_columns[] = "'count_array' has too few columns.";
static const char __pyx_k_count_array_too_small_for_seque[] = "'count_array' too small for sequence.";
static const char __pyx_k_make_translation_table_for_comp[] = "_make_translation_table_for_complementation";
static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import";
static const char __pyx_k_seq_and_qualstr_do_not_have_the[] = "'seq' and 'qualstr' do not have the same length.";
static const char __pyx_k_Cannot_assign_to_zero_length_int[] = "Cannot assign to zero-length interval.";
static const char __pyx_k_Cannot_extend_an_interval_to_inc[] = "Cannot extend an interval to include None.";
static const char __pyx_k_Cannot_subset_to_zero_length_int[] = "Cannot subset to zero-length interval.";
static const char __pyx_k_GenomicInterval_from_directional[] = "GenomicInterval_from_directional";
static const char __pyx_k_Incompatible_checksums_s_vs_0x1b[] = "Incompatible checksums (%s vs 0x1b7eeff = (_read, _read_as_sequenced, iv, read_as_aligned))";
static const char __pyx_k_Incompatible_checksums_s_vs_0x48[] = "Incompatible checksums (%s vs 0x482c176 = (_read, _read_as_sequenced, iv, read_as_aligned, reserved, substitutions))";
static const char __pyx_k_Incompatible_checksums_s_vs_0x77[] = "Incompatible checksums (%s vs 0x77bfdf2 = (_read, iv))";
static const char __pyx_k_Incompatible_checksums_s_vs_0xb5[] = "Incompatible checksums (%s vs 0xb5bd29c = (query_from, query_to, ref_iv, size, type))";
static const char __pyx_k_Incompatible_checksums_s_vs_0xf6[] = "Incompatible checksums (%s vs 0xf6933f3 = (_flag, _read, _read_as_sequenced, aQual, cigar, failed_platform_qc, inferred_insert_size, iv, mate_start, not_primary_alignment, optional_fields, original_sam_line, pcr_or_optical_duplicate, pe_which, proper_pair, read_as_aligned, supplementary))";
static const char __pyx_k_Indefinite_length_chromosomes_ca[] = "Indefinite-length chromosomes can  only be used with storage type 'StepVector'.";
static const char __pyx_k_Malformed_SAM_line_MRNM_although[] = "Malformed SAM line: MRNM == '*' although flag bit &0x0008 cleared";
static const char __pyx_k_Malformed_SAM_line_RNAME_althoug[] = "Malformed SAM line: RNAME == '*' although flag bit &0x0004 cleared";
static const char __pyx_k_Non_stranded_index_used_for_stra[] = "Non-stranded index used for stranded GenomicArray.";
static const char __pyx_k_Please_Install_PySam_to_use_this[] = "Please Install PySam to use this functionality (http://code.google.com/p/pysam/)";
static const char __pyx_k_Required_assignment_signature_no[] = "Required assignment signature not yet implemented.";
static const char __pyx_k_SAM_line_does_not_contain_at_lea[] = "SAM line does not contain at least 11 tab-delimited fields.";
static const char __pyx_k_SAM_optional_field_tag_s_not_fou[] = "SAM optional field tag %s not found";
static const char __pyx_k_SAM_optional_field_tag_s_not_uni[] = "SAM optional field tag %s not unique";
static const char __pyx_k_Sequence_in_SAM_file_contains_wh[] = "Sequence in SAM file contains '=', which is not supported.";
static const char __pyx_k_Start_of_interval_is_after_its_e[] = "Start of interval is after its end.";
static const char __pyx_k_Strand_must_be_specified_for_str[] = "Strand must be specified for stranded GenomicArray.";
static const char __pyx_k_Strand_specified_in_unstranded_G[] = "Strand specified in unstranded GenomicArray.";
static const char __pyx_k_Too_large_quality_value_encounte[] = "Too large quality value encountered.";
static const char __pyx_k_Unknown_CIGAR_code_s_encountered[] = "Unknown CIGAR code '%s' encountered.";
static const char __pyx_k_numpy_core_umath_failed_to_impor[] = "numpy.core.umath failed to import";
static const char __pyx_k_qual_can_only_be_assigned_a_nump[] = "qual can only be assigned a numpy array of type numpy.uint8";
static const char __pyx_k_Cannot_extend_an_interval_to_inc_2[] = "Cannot extend an interval to include an interval on another chromosome.";
static const char __pyx_k_Cannot_extend_an_interval_to_inc_3[] = "Cannot extend an interval to include an interval on another strand.";
static const char __pyx_k_Sequence_in_SAM_file_contains_wh_2[] = "Sequence in SAM file contains '.', which is not supported.";
static PyObject *__pyx_n_u_A;
static PyObject *__pyx_n_b_ACGTacgt;
static PyObject *__pyx_n_s_AlignedRead;
static PyObject *__pyx_n_s_AlignedSegment;
static PyObject *__pyx_n_s_Alignment;
static PyObject *__pyx_n_s_AlignmentWithSequenceReversal;
static PyObject *__pyx_kp_u_Automatic_adding_of_chromosomes;
static PyObject *__pyx_n_s_BowtieAlignment;
static PyObject *__pyx_n_u_C;
static PyObject *__pyx_kp_u_Cannot_assign_to_zero_length_int;
static PyObject *__pyx_kp_u_Cannot_extend_an_interval_to_inc;
static PyObject *__pyx_kp_u_Cannot_extend_an_interval_to_inc_2;
static PyObject *__pyx_kp_u_Cannot_extend_an_interval_to_inc_3;
static PyObject *__pyx_kp_u_Cannot_subset_to_zero_length_int;
static PyObject *__pyx_n_s_ChromVector;
static PyObject *__pyx_n_s_ChromVector_steps;
static PyObject *__pyx_n_s_ChromVector_unpickle;
static PyObject *__pyx_kp_u_Chromosome_name_mismatch;
static PyObject *__pyx_n_s_CigarOperation;
static PyObject *__pyx_n_u_D;
static PyObject *__pyx_n_u_G;
static PyObject *__pyx_n_s_GenomicArray;
static PyObject *__pyx_n_s_GenomicArray_steps;
static PyObject *__pyx_n_s_GenomicArray_unpickle;
static PyObject *__pyx_n_s_GenomicInterval;
static PyObject *__pyx_n_s_GenomicInterval_from_directional;
static PyObject *__pyx_n_s_GenomicInterval_range;
static PyObject *__pyx_n_s_GenomicInterval_ranged;
static PyObject *__pyx_n_s_GenomicPosition;
static PyObject *__pyx_n_u_H;
static PyObject *__pyx_n_s_HTSeq;
static PyObject *__pyx_n_s_HTSeq__HTSeq;
static PyObject *__pyx_n_s_HTSeq_internal;
static PyObject *__pyx_n_u_I;
static PyObject *__pyx_kp_u_Illegal_CIGAR_string_s;
static PyObject *__pyx_kp_u_Illegal_base_letter_encountered;
static PyObject *__pyx_kp_u_Illegal_index_type;
static PyObject *__pyx_kp_u_Illegal_index_type_2;
static PyObject *__pyx_kp_u_Illegal_quality_scale_s;
static PyObject *__pyx_kp_u_Illegal_storage_mode;
static PyObject *__pyx_n_s_ImportError;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0x1b;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0x48;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0x77;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0xb5;
static PyObject *__pyx_kp_s_Incompatible_checksums_s_vs_0xf6;
static PyObject *__pyx_kp_u_Inconsistent_CIGAR_operation;
static PyObject *__pyx_kp_u_Indefinite_length_chromosomes_ca;
static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_n_u_Inf;
static PyObject *__pyx_n_s_KeyError;
static PyObject *__pyx_n_u_M;
static PyObject *__pyx_kp_u_MIDNSHP_X;
static PyObject *__pyx_kp_u_Malformatted_SAM_optional_field;
static PyObject *__pyx_kp_u_Malformed_SAM_line_MRNM_although;
static PyObject *__pyx_kp_u_Malformed_SAM_line_RNAME_althoug;
static PyObject *__pyx_n_u_N;
static PyObject *__pyx_kp_u_Non_stranded_index_used_for_stra;
static PyObject *__pyx_kp_u_None;
static PyObject *__pyx_n_s_NotImplementedError;
static PyObject *__pyx_n_u_O;
static PyObject *__pyx_n_u_P;
static PyObject *__pyx_kp_u_Paired_end_read;
static PyObject *__pyx_n_s_PickleError;
static PyObject *__pyx_kp_u_Please_Install_PySam_to_use_this;
static PyObject *__pyx_kp_u_Quality_string_has_not_the_same;
static PyObject *__pyx_kp_u_Quality_string_missing;
static PyObject *__pyx_kp_u_Quality_string_missing_2;
static PyObject *__pyx_n_u_Read;
static PyObject *__pyx_kp_u_Required_assignment_signature_no;
static PyObject *__pyx_n_u_S;
static PyObject *__pyx_n_s_SAM_Alignment;
static PyObject *__pyx_kp_u_SAM_line_does_not_contain_at_lea;
static PyObject *__pyx_kp_u_SAM_optional_field_tag_s_not_fou;
static PyObject *__pyx_kp_u_SAM_optional_field_tag_s_not_uni;
static PyObject *__pyx_kp_u_SAM_optional_field_with_illegal;
static PyObject *__pyx_n_s_Sequence;
static PyObject *__pyx_n_s_SequenceWithQualities;
static PyObject *__pyx_kp_u_Sequence_in_SAM_file_contains_wh;
static PyObject *__pyx_kp_u_Sequence_in_SAM_file_contains_wh_2;
static PyObject *__pyx_kp_u_Start_of_interval_is_after_its_e;
static PyObject *__pyx_n_s_StepVector;
static PyObject *__pyx_kp_u_Strand_mismatch;
static PyObject *__pyx_kp_u_Strand_must_be_or;
static PyObject *__pyx_kp_u_Strand_must_be_specified_for_str;
static PyObject *__pyx_kp_u_Strand_specified_in_unstranded_G;
static PyObject *__pyx_n_s_StringIO;
static PyObject *__pyx_n_u_T;
static PyObject *__pyx_n_b_TGCAtgca;
static PyObject *__pyx_kp_u_Too_large_quality_value_encounte;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_kp_u_Unknown_CIGAR_code_s_encountered;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_n_u_X;
static PyObject *__pyx_n_u_Z;
static PyObject *__pyx_kp_u__10;
static PyObject *__pyx_kp_u__11;
static PyObject *__pyx_kp_b__12;
static PyObject *__pyx_kp_u__12;
static PyObject *__pyx_kp_u__16;
static PyObject *__pyx_kp_u__17;
static PyObject *__pyx_kp_u__19;
static PyObject *__pyx_kp_u__2;
static PyObject *__pyx_kp_u__20;
static PyObject *__pyx_kp_u__21;
static PyObject *__pyx_kp_u__22;
static PyObject *__pyx_kp_u__25;
static PyObject *__pyx_kp_b__26;
static PyObject *__pyx_kp_u__26;
static PyObject *__pyx_kp_u__27;
static PyObject *__pyx_kp_u__28;
static PyObject *__pyx_kp_u__29;
static PyObject *__pyx_kp_u__3;
static PyObject *__pyx_kp_u__30;
static PyObject *__pyx_kp_u__31;
static PyObject *__pyx_kp_u__32;
static PyObject *__pyx_kp_u__33;
static PyObject *__pyx_kp_u__34;
static PyObject *__pyx_kp_b__39;
static PyObject *__pyx_kp_u__4;
static PyObject *__pyx_kp_b__40;
static PyObject *__pyx_kp_u__5;
static PyObject *__pyx_kp_u__6;
static PyObject *__pyx_kp_u__7;
static PyObject *__pyx_kp_u__8;
static PyObject *__pyx_kp_u__9;
static PyObject *__pyx_n_s_add;
static PyObject *__pyx_n_s_add_bases_to_count_array;
static PyObject *__pyx_n_s_add_chrom;
static PyObject *__pyx_n_s_add_qual_to_count_array;
static PyObject *__pyx_n_s_addval;
static PyObject *__pyx_n_s_aend;
static PyObject *__pyx_n_s_aligned;
static PyObject *__pyx_kp_u_aligned_to;
static PyObject *__pyx_n_s_apply;
static PyObject *__pyx_n_s_array;
static PyObject *__pyx_kp_u_assignment_to_qual_with_illegal;
static PyObject *__pyx_n_u_auto;
static PyObject *__pyx_kp_u_base_s;
static PyObject *__pyx_n_s_base_to_column;
static PyObject *__pyx_n_s_bowtie_line;
static PyObject *__pyx_n_s_cStringIO;
static PyObject *__pyx_n_s_characters_per_line;
static PyObject *__pyx_n_s_check;
static PyObject *__pyx_n_s_chrom;
static PyObject *__pyx_n_s_chrom_vectors;
static PyObject *__pyx_n_s_chroms;
static PyObject *__pyx_kp_u_chroms_must_be_a_list_or_a_dict;
static PyObject *__pyx_n_s_cigar;
static PyObject *__pyx_n_s_cigar_operation_code_dict;
static PyObject *__pyx_n_s_cigar_operation_codes;
static PyObject *__pyx_n_s_cigar_operation_names;
static PyObject *__pyx_n_s_cigar_pairs;
static PyObject *__pyx_n_s_cigar_string;
static PyObject *__pyx_n_s_cigartuples;
static PyObject *__pyx_n_s_class;
static PyObject *__pyx_n_s_cline_in_traceback;
static PyObject *__pyx_n_s_close;
static PyObject *__pyx_n_s_collections;
static PyObject *__pyx_n_s_compile;
static PyObject *__pyx_n_s_contains;
static PyObject *__pyx_n_s_convert_to_phred;
static PyObject *__pyx_n_s_copy;
static PyObject *__pyx_kp_u_count_array_has_too_few_columns;
static PyObject *__pyx_kp_u_count_array_too_small_for_seque;
static PyObject *__pyx_n_s_create;
static PyObject *__pyx_n_s_create_view;
static PyObject *__pyx_n_s_csv;
static PyObject *__pyx_n_s_cv;
static PyObject *__pyx_n_u_d;
static PyObject *__pyx_n_s_decode;
static PyObject *__pyx_n_u_deleted;
static PyObject *__pyx_n_u_descr;
static PyObject *__pyx_n_s_dict;
static PyObject *__pyx_n_s_dtype;
static PyObject *__pyx_n_s_empty;
static PyObject *__pyx_n_s_encode;
static PyObject *__pyx_n_s_end;
static PyObject *__pyx_n_s_end_d;
static PyObject *__pyx_n_s_enumerate;
static PyObject *__pyx_n_s_extend_to_include;
static PyObject *__pyx_n_u_f;
static PyObject *__pyx_n_s_fasta_file;
static PyObject *__pyx_n_s_file_or_filename;
static PyObject *__pyx_n_s_filename;
static PyObject *__pyx_n_u_first;
static PyObject *__pyx_n_s_flag;
static PyObject *__pyx_n_s_from_SAM_line;
static PyObject *__pyx_n_s_from_pysam_AlignedRead;
static PyObject *__pyx_n_s_from_pysam_AlignedSegment;
static PyObject *__pyx_n_s_ga;
static PyObject *__pyx_n_s_get_reverse_complement;
static PyObject *__pyx_n_s_getrname;
static PyObject *__pyx_n_s_getstate;
static PyObject *__pyx_n_s_gettid;
static PyObject *__pyx_n_s_getvalue;
static PyObject *__pyx_n_s_gzip;
static PyObject *__pyx_kp_u_hard_clipped;
static PyObject *__pyx_n_u_i;
static PyObject *__pyx_n_s_iadd;
static PyObject *__pyx_n_s_iadd___locals_addval;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_n_s_index;
static PyObject *__pyx_n_s_init;
static PyObject *__pyx_n_u_inserted;
static PyObject *__pyx_n_s_is_contained_in;
static PyObject *__pyx_n_s_is_duplicate;
static PyObject *__pyx_n_s_is_paired;
static PyObject *__pyx_n_s_is_proper_pair;
static PyObject *__pyx_n_s_is_qcfail;
static PyObject *__pyx_n_s_is_read1;
static PyObject *__pyx_n_s_is_read2;
static PyObject *__pyx_n_s_is_reverse;
static PyObject *__pyx_n_s_is_secondary;
static PyObject *__pyx_n_s_is_supplementary;
static PyObject *__pyx_n_s_is_unmapped;
static PyObject *__pyx_n_s_is_vector_of_sets;
static PyObject *__pyx_n_s_isize;
static PyObject *__pyx_n_s_itertools;
static PyObject *__pyx_n_s_iv;
static PyObject *__pyx_n_s_join;
static PyObject *__pyx_n_s_length;
static PyObject *__pyx_kp_u_length_2;
static PyObject *__pyx_n_s_log10;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_make_translation_table_for_comp;
static PyObject *__pyx_n_s_maketrans;
static PyObject *__pyx_n_s_mapping_quality;
static PyObject *__pyx_n_s_mapq;
static PyObject *__pyx_n_u_matched;
static PyObject *__pyx_n_s_mate_aligned;
static PyObject *__pyx_n_s_mate_is_reverse;
static PyObject *__pyx_n_s_mate_is_unmapped;
static PyObject *__pyx_n_s_math;
static PyObject *__pyx_n_s_max_mm_qual;
static PyObject *__pyx_n_s_maxsize;
static PyObject *__pyx_n_s_memmap;
static PyObject *__pyx_n_u_memmap;
static PyObject *__pyx_n_s_memmap_dir;
static PyObject *__pyx_n_s_mismatch_prop;
static PyObject *__pyx_n_u_missing;
static PyObject *__pyx_n_s_mode;
static PyObject *__pyx_n_s_mpos;
static PyObject *__pyx_n_s_mrnm;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_name_2;
static PyObject *__pyx_n_u_name_2;
static PyObject *__pyx_n_u_ndarray;
static PyObject *__pyx_n_s_new;
static PyObject *__pyx_n_s_next_reference_id;
static PyObject *__pyx_n_s_next_reference_start;
static PyObject *__pyx_kp_u_nmm;
static PyObject *__pyx_n_u_none;
static PyObject *__pyx_n_u_noquals;
static PyObject *__pyx_kp_u_not_aligned;
static PyObject *__pyx_n_u_not_paired_end;
static PyObject *__pyx_n_s_numpy;
static PyObject *__pyx_kp_u_numpy_core_multiarray_failed_to;
static PyObject *__pyx_kp_u_numpy_core_umath_failed_to_impor;
static PyObject *__pyx_kp_u_object;
static PyObject *__pyx_kp_u_object_2;
static PyObject *__pyx_kp_u_object_3;
static PyObject *__pyx_n_s_offset;
static PyObject *__pyx_kp_u_on_ref_iv;
static PyObject *__pyx_n_s_open;
static PyObject *__pyx_n_s_os;
static PyObject *__pyx_n_s_overlaps;
static PyObject *__pyx_n_u_padded;
static PyObject *__pyx_n_s_paired_end;
static PyObject *__pyx_kp_u_part;
static PyObject *__pyx_n_s_path;
static PyObject *__pyx_n_s_pattern;
static PyObject *__pyx_n_u_phred;
static PyObject *__pyx_n_s_pickle;
static PyObject *__pyx_n_s_pos;
static PyObject *__pyx_n_s_pysam;
static PyObject *__pyx_n_s_pyx_PickleError;
static PyObject *__pyx_n_s_pyx_checksum;
static PyObject *__pyx_n_s_pyx_result;
static PyObject *__pyx_n_s_pyx_state;
static PyObject *__pyx_n_s_pyx_type;
static PyObject *__pyx_n_s_pyx_unpickle_Alignment;
static PyObject *__pyx_n_s_pyx_unpickle_AlignmentWithSequ;
static PyObject *__pyx_n_s_pyx_unpickle_BowtieAlignment;
static PyObject *__pyx_n_s_pyx_unpickle_CigarOperation;
static PyObject *__pyx_n_s_pyx_unpickle_SAM_Alignment;
static PyObject *__pyx_n_s_pyx_vtable;
static PyObject *__pyx_n_s_qfrom;
static PyObject *__pyx_n_s_qname;
static PyObject *__pyx_n_s_qto;
static PyObject *__pyx_n_s_qual;
static PyObject *__pyx_kp_u_qual_can_only_be_assigned_a_nump;
static PyObject *__pyx_n_s_qualscale;
static PyObject *__pyx_n_s_qualstr;
static PyObject *__pyx_kp_u_query_iv;
static PyObject *__pyx_n_s_query_name;
static PyObject *__pyx_n_s_query_qualities;
static PyObject *__pyx_n_s_query_sequence;
static PyObject *__pyx_n_s_quote;
static PyObject *__pyx_kp_u_quote_must_be_length_1;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_raw_optional_fields;
static PyObject *__pyx_n_s_re;
static PyObject *__pyx_n_s_re_cigar_codes;
static PyObject *__pyx_n_s_read;
static PyObject *__pyx_n_s_read_as_aligned;
static PyObject *__pyx_n_s_reduce;
static PyObject *__pyx_n_s_reduce_cython;
static PyObject *__pyx_n_s_reduce_ex;
static PyObject *__pyx_n_s_ref_iv;
static PyObject *__pyx_n_s_ref_left;
static PyObject *__pyx_n_s_reference_end;
static PyObject *__pyx_n_s_reference_id;
static PyObject *__pyx_n_s_reference_start;
static PyObject *__pyx_n_s_rename;
static PyObject *__pyx_n_u_revcomp_of;
static PyObject *__pyx_n_s_rfrom;
static PyObject *__pyx_n_s_rstrip;
static PyObject *__pyx_n_s_rto;
static PyObject *__pyx_kp_u_s;
static PyObject *__pyx_kp_u_s_2;
static PyObject *__pyx_n_s_s_3;
static PyObject *__pyx_n_s_samfile;
static PyObject *__pyx_n_s_se;
static PyObject *__pyx_n_u_second;
static PyObject *__pyx_n_s_seq;
static PyObject *__pyx_n_u_seq;
static PyObject *__pyx_kp_u_seq_and_qualstr_do_not_have_the;
static PyObject *__pyx_kp_u_sequence_matched;
static PyObject *__pyx_kp_u_sequence_mismatched;
static PyObject *__pyx_n_s_setstate;
static PyObject *__pyx_n_s_setstate_cython;
static PyObject *__pyx_n_s_shape;
static PyObject *__pyx_n_s_size;
static PyObject *__pyx_n_u_skipped;
static PyObject *__pyx_kp_u_soft_clipped;
static PyObject *__pyx_n_u_solexa;
static PyObject *__pyx_kp_u_solexa_old;
static PyObject *__pyx_n_s_split;
static PyObject *__pyx_kp_u_split_must_be_length_1;
static PyObject *__pyx_kp_s_src_HTSeq__HTSeq_pyx;
static PyObject *__pyx_n_s_start;
static PyObject *__pyx_n_s_start_d;
static PyObject *__pyx_n_s_start_index;
static PyObject *__pyx_kp_u_start_is_larger_than_end;
static PyObject *__pyx_kp_u_start_too_small;
static PyObject *__pyx_n_s_stderr;
static PyObject *__pyx_n_s_step;
static PyObject *__pyx_n_u_step;
static PyObject *__pyx_n_s_steps;
static PyObject *__pyx_n_s_stop;
static PyObject *__pyx_kp_u_stop_too_large;
static PyObject *__pyx_n_s_storage;
static PyObject *__pyx_n_s_storage_2;
static PyObject *__pyx_n_s_strand;
static PyObject *__pyx_kp_u_strand_2;
static PyObject *__pyx_kp_u_strand_3;
static PyObject *__pyx_n_s_stranded;
static PyObject *__pyx_kp_s_stringsource;
static PyObject *__pyx_n_s_sys;
static PyObject *__pyx_n_s_tags;
static PyObject *__pyx_n_s_template_length;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_tid;
static PyObject *__pyx_n_s_track_options;
static PyObject *__pyx_kp_u_track_type_bedGraph;
static PyObject *__pyx_kp_u_track_type_bedGraph_s;
static PyObject *__pyx_n_s_translate;
static PyObject *__pyx_n_s_trim_left_end;
static PyObject *__pyx_n_s_trim_left_end_with_quals;
static PyObject *__pyx_n_s_trim_right_end;
static PyObject *__pyx_n_s_trim_right_end_with_quals;
static PyObject *__pyx_n_s_type;
static PyObject *__pyx_n_s_type_2;
static PyObject *__pyx_n_s_typecode;
static PyObject *__pyx_n_s_uint8;
static PyObject *__pyx_n_u_unknown;
static PyObject *__pyx_kp_u_unmatched_quote;
static PyObject *__pyx_n_u_unnamed;
static PyObject *__pyx_n_s_update;
static PyObject *__pyx_n_s_upper;
static PyObject *__pyx_n_s_values;
static PyObject *__pyx_n_s_vec;
static PyObject *__pyx_kp_u_w;
static PyObject *__pyx_n_u_w_2;
static PyObject *__pyx_n_s_warnings;
static PyObject *__pyx_n_s_write;
static PyObject *__pyx_n_u_write;
static PyObject *__pyx_n_s_write_to_fastq_file;
static PyObject *__pyx_n_s_x;
static PyObject *__pyx_n_s_y;
static PyObject *__pyx_n_s_zeros;
static int __pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval___init__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, PyObject *__pyx_v_chrom, long __pyx_v_start, long __pyx_v_end, PyObject *__pyx_v_strand); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_6strand___set__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, PyObject *__pyx_v_strand); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_6strand_2__get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_2__reduce__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_4__copy__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_6__repr__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_8__str__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_6length___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_6length_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, long __pyx_v_newLength); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_7start_d___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_7start_d_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, long __pyx_v_newStartd); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_5end_d___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_12start_as_pos___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_10end_as_pos___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_14start_d_as_pos___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_12end_d_as_pos___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_10__richcmp__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_other, int __pyx_v_op); /* proto */
static Py_hash_t __pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_12__hash__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_14is_contained_in(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_iv); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_16contains(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_iv); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_18overlaps(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_iv); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_20range(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, long __pyx_v_step); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_22range_d(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, long __pyx_v_step); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_24extend_to_include(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_iv); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_26copy(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_5chrom___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_5chrom_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_5chrom_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_5start___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_5start_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_3end___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15GenomicInterval_3end_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_GenomicInterval_from_directional(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_chrom, long __pyx_v_start_d, long __pyx_v_length, PyObject *__pyx_v_strand); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15GenomicPosition___init__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *__pyx_v_self, PyObject *__pyx_v_chrom, long __pyx_v_pos, PyObject *__pyx_v_strand); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicPosition_3pos___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15GenomicPosition_3pos_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *__pyx_v_self, long __pyx_v_newValue); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicPosition_3end___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicPosition_6length___get__(CYTHON_UNUSED struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicPosition_2__repr__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicPosition_4__str__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicPosition_6__reduce__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15GenomicPosition_8copy(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_create(PyTypeObject *__pyx_v_cls, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_iv, PyObject *__pyx_v_typecode, PyObject *__pyx_v_storage, PyObject *__pyx_v_memmap_dir); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_2_create_view(PyTypeObject *__pyx_v_cls, struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_vec, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_iv); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_4__getitem__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self, PyObject *__pyx_v_index); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_11ChromVector_6__setitem__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_8__iadd___addval(PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_8__iadd__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_10__iter__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_12values(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_14steps(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_16apply(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self, PyObject *__pyx_v_fun); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_18__repr__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_20__reduce__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_5array___get__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_11ChromVector_5array_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_11ChromVector_5array_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_2iv___get__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_11ChromVector_2iv_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_11ChromVector_2iv_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_6offset___get__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_11ChromVector_6offset_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_17is_vector_of_sets___get__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_11ChromVector_17is_vector_of_sets_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_11ChromVector_8_storage___get__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_11ChromVector_8_storage_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_11ChromVector_8_storage_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_2_ChromVector_unpickle(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_array, PyObject *__pyx_v_iv, PyObject *__pyx_v_offset, PyObject *__pyx_v_is_vector_of_sets, PyObject *__pyx_v__storage); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_12GenomicArray___init__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self, PyObject *__pyx_v_chroms, int __pyx_v_stranded, PyObject *__pyx_v_typecode, PyObject *__pyx_v_storage, PyObject *__pyx_v_memmap_dir); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_2__getitem__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self, PyObject *__pyx_v_index); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_4__setitem__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_6add_chrom(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self, PyObject *__pyx_v_chrom, PyObject *__pyx_v_length, PyObject *__pyx_v_start_index); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_8__reduce__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_10write_bedgraph_file(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self, PyObject *__pyx_v_file_or_filename, PyObject *__pyx_v_strand, PyObject *__pyx_v_track_options); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_12steps(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_13chrom_vectors___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_13chrom_vectors_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_13chrom_vectors_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_8stranded___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_8typecode___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_15auto_add_chroms___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_15auto_add_chroms_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_7storage___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_12GenomicArray_10memmap_dir___get__(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_4_GenomicArray_unpickle(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_stranded, PyObject *__pyx_v_typecode, PyObject *__pyx_v_chrom_vectors); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_6_make_translation_table_for_complementation(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8reverse_complement(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_seq); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_8Sequence___init__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, PyObject *__pyx_v_seq, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_2get_reverse_complement(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, int __pyx_v_rename); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_4__str__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_6__repr__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_pf_5HTSeq_6_HTSeq_8Sequence_8__len__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_10__getitem__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, PyObject *__pyx_v_item); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_12__getstate__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_14__setstate__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_16__reduce__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_18write_to_fasta_file(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, PyObject *__pyx_v_fasta_file, PyObject *__pyx_v_characters_per_line); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_20add_bases_to_count_array(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, PyArrayObject *__pyx_v_count_array_); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_22trim_left_end(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_pattern, float __pyx_v_mismatch_prop); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_24trim_right_end(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_pattern, float __pyx_v_mismatch_prop); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_3seq___get__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_8Sequence_3seq_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_8Sequence_3seq_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_4name___get__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_8Sequence_4name_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_8Sequence_4name_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_8Sequence_5descr___get__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_8Sequence_5descr_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_8Sequence_5descr_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities___init__(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, PyObject *__pyx_v_seq, PyObject *__pyx_v_name, PyObject *__pyx_v_qualstr, PyObject *__pyx_v_qualscale); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_4qual___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_4qual_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, PyObject *__pyx_v_newvalue); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_2__repr__(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_4__getitem__(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, PyObject *__pyx_v_item); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_7qualstr___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_6write_to_fastq_file(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, PyObject *__pyx_v_fastq_file); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_8get_fastq_str(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, int __pyx_v_convert_to_phred); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_10get_reverse_complement(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, int __pyx_v_rename); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_12add_qual_to_count_array(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, PyArrayObject *__pyx_v_count_array_); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_14trim_left_end_with_quals(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_pattern, int __pyx_v_max_mm_qual); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_16trim_right_end_with_quals(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *__pyx_v_pattern, int __pyx_v_max_mm_qual); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_8_qualstr___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_14_qualstr_phred___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_10_qualscale___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_21SequenceWithQualities_8_qualarr___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_9Alignment___init__(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self, PyObject *__pyx_v_read, PyObject *__pyx_v_iv); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_9Alignment_4read___get__(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_9Alignment_2__repr__(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_9Alignment_10paired_end___get__(CYTHON_UNUSED struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_9Alignment_7aligned___get__(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_9Alignment_5_read___get__(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_9Alignment_5_read_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_9Alignment_5_read_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_9Alignment_2iv___get__(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_9Alignment_2iv_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_9Alignment_2iv_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_9Alignment_4__reduce_cython__(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_9Alignment_6__setstate_cython__(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal___init__(struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *__pyx_v_self, struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *__pyx_v_read_as_aligned, struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *__pyx_v_iv); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_4read___get__(struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_15read_as_aligned___get__(struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_15read_as_aligned_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_15read_as_aligned_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_18_read_as_sequenced___get__(struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_18_read_as_sequenced_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_18_read_as_sequenced_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_2__reduce_cython__(struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_4__setstate_cython__(struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15BowtieAlignment___init__(struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *__pyx_v_self, PyObject *__pyx_v_bowtie_line); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15BowtieAlignment_8reserved___get__(struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15BowtieAlignment_8reserved_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15BowtieAlignment_8reserved_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15BowtieAlignment_13substitutions___get__(struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15BowtieAlignment_13substitutions_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_15BowtieAlignment_13substitutions_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15BowtieAlignment_2__reduce_cython__(struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_15BowtieAlignment_4__setstate_cython__(struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_14CigarOperation___init__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self, PyObject *__pyx_v_type_, int __pyx_v_size, int __pyx_v_rfrom, int __pyx_v_rto, int __pyx_v_qfrom, int __pyx_v_qto, PyObject *__pyx_v_chrom, PyObject *__pyx_v_strand, int __pyx_v_check); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_2__repr__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_4check(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_4type___get__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_4type_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_4type_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_4size___get__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_4size_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_6ref_iv___get__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_6ref_iv_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_6ref_iv_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_10query_from___get__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_10query_from_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_8query_to___get__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_8query_to_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_6__reduce_cython__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_14CigarOperation_8__setstate_cython__(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *__pyx_v_self, PyObject *__pyx_v___pyx_state); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_10parse_cigar(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_cigar_string, int __pyx_v_ref_left, PyObject *__pyx_v_chrom, PyObject *__pyx_v_strand); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_12build_cigar_list(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_cigar_pairs, int __pyx_v_ref_left, PyObject *__pyx_v_chrom, PyObject *__pyx_v_strand); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_to_pysam_AlignedSegment(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self, PyObject *__pyx_v_sf); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_2to_pysam_AlignedRead(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self, PyObject *__pyx_v_sf); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_4from_pysam_AlignedRead(CYTHON_UNUSED PyTypeObject *__pyx_v_cls, PyObject *__pyx_v_read, PyObject *__pyx_v_samfile); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_6from_pysam_AlignedSegment(CYTHON_UNUSED PyTypeObject *__pyx_v_cls, PyObject *__pyx_v_read, PyObject *__pyx_v_samfile); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_8from_SAM_line(CYTHON_UNUSED PyTypeObject *__pyx_v_cls, PyObject *__pyx_v_line); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_4flag___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_4flag_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_10paired_end___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_12mate_aligned___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_10get_sam_line(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_12optional_field(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self, PyObject *__pyx_v_tag); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_14raw_optional_fields(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_5cigar___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_5cigar_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_5cigar_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_5aQual___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_5aQual_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_10mate_start___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_10mate_start_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_10mate_start_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_8pe_which___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_8pe_which_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_8pe_which_4__del__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_20inferred_insert_size___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
static int __pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_20inferred_insert_size_2__set__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_5HTSeq_6_HTSeq_13SAM_Alignment_11proper_pair___get__(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *__pyx_v_self); /* proto */
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  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  "A GenomicInterval specifies an interval (i.e., a range of \n    consecutive positions) on a reference genome.\n\n    A GenomicInterval object has the following slots, some of which \n    are calculated from the other:\n\n       chrom: The name of a sequence (i.e., chromosome, contig, or \n          the like). \n       start: The start of the interval. Even on the reverse strand,\n          this is always the smaller of the two values 'start' and 'end'.\n          Note that all positions should be given as 0-based value!\n       end: The end of the interval. Following Python convention for \n          ranges, this in one more than the coordinate of the last base\n          that is considered part of the sequence.\n       strand: The strand, as a single character, '+' or '-'. '.' indicates\n          that the strand is irrelavant. (Alternatively, pass a Strand object.)\n       length: The length of the interval, i.e., end - start\n       start_d: The \"directional start\" position. This is the position of the\n         first base of the interval, taking the strand into account. Hence, \n         this is the same as 'start' except when strand == '-', in which \n         case it is end-1.\n       end_d: The \"directional end\": Usually, the same as 'end', but for \n         strand=='-1', it is start-1.\n    ", /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  __pyx_pw_5HTSeq_6_HTSeq_15GenomicInterval_11__richcmp__, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5HTSeq_6_HTSeq_GenomicInterval, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5HTSeq_6_HTSeq_GenomicInterval, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_5HTSeq_6_HTSeq_15GenomicInterval_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5HTSeq_6_HTSeq_GenomicInterval, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
};
static struct __pyx_vtabstruct_5HTSeq_6_HTSeq_GenomicPosition __pyx_vtable_5HTSeq_6_HTSeq_GenomicPosition;

static PyObject *__pyx_tp_new_5HTSeq_6_HTSeq_GenomicPosition(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *p;
  PyObject *o = __pyx_tp_new_5HTSeq_6_HTSeq_GenomicInterval(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_5HTSeq_6_HTSeq_GenomicInterval*)__pyx_vtabptr_5HTSeq_6_HTSeq_GenomicPosition;
  return o;
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_15GenomicPosition_pos(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_15GenomicPosition_3pos_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_15GenomicPosition_pos(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_15GenomicPosition_3pos_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_15GenomicPosition_end(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_15GenomicPosition_3end_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_15GenomicPosition_length(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_15GenomicPosition_6length_1__get__(o);
}

static PyMethodDef __pyx_methods_5HTSeq_6_HTSeq_GenomicPosition[] = {
  {"__reduce__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_15GenomicPosition_7__reduce__, METH_NOARGS, 0},
  {"copy", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_15GenomicPosition_9copy, METH_NOARGS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5HTSeq_6_HTSeq_GenomicPosition[] = {
  {(char *)"pos", __pyx_getprop_5HTSeq_6_HTSeq_15GenomicPosition_pos, __pyx_setprop_5HTSeq_6_HTSeq_15GenomicPosition_pos, (char *)"As GenomicPosition is a subclass of GenomicInterval, 'pos' is actually\n        just an alias for 'start_d'.\n        ", 0},
  {(char *)"end", __pyx_getprop_5HTSeq_6_HTSeq_15GenomicPosition_end, 0, (char *)0, 0},
  {(char *)"length", __pyx_getprop_5HTSeq_6_HTSeq_15GenomicPosition_length, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_5HTSeq_6_HTSeq_GenomicPosition = {
  PyVarObject_HEAD_INIT(0, 0)
  "HTSeq._HTSeq.GenomicPosition", /*tp_name*/
  sizeof(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_GenomicInterval, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_pw_5HTSeq_6_HTSeq_15GenomicPosition_3__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  __pyx_pw_5HTSeq_6_HTSeq_15GenomicPosition_5__str__, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  "A GenomicPosition specifies the position of a nucleotide or\n    base pair on a reference genome.\n\n    It has the following slots:\n       chrom: The name of a sequence (i.e., chromosome, contig, or \n          the like). \n       pos: The position on the sequence specified by seqname.\n          The position should always be given as 0-based value!\n       strand: The strand, as a single character, '+' or '-'. '.' indicates\n          that the strand is irrelavant.\n\n    The GenomicPosition class is derived from GenomicInterval. Hence,\n    a GenomicPosition is always a GenomicInterval of length 1. Do not tinker\n    with the exposed GenomeInterval slots.\n    ", /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5HTSeq_6_HTSeq_GenomicPosition, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5HTSeq_6_HTSeq_GenomicPosition, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_5HTSeq_6_HTSeq_15GenomicPosition_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5HTSeq_6_HTSeq_GenomicPosition, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
};
static struct __pyx_vtabstruct_5HTSeq_6_HTSeq_Sequence __pyx_vtable_5HTSeq_6_HTSeq_Sequence;

static PyObject *__pyx_tp_new_5HTSeq_6_HTSeq_Sequence(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *)o);
  p->__pyx_vtab = __pyx_vtabptr_5HTSeq_6_HTSeq_Sequence;
  p->seq = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->name = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->descr = ((PyObject*)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_5HTSeq_6_HTSeq_Sequence(PyObject *o) {
  struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *p = (struct __pyx_obj_5HTSeq_6_HTSeq_Sequence *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  Py_CLEAR(p->seq);
  Py_CLEAR(p->name);
  Py_CLEAR(p->descr);
  (*Py_TYPE(o)->tp_free)(o);
}
static PyObject *__pyx_sq_item_5HTSeq_6_HTSeq_Sequence(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_8Sequence_seq(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_8Sequence_3seq_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_8Sequence_seq(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_8Sequence_3seq_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_8Sequence_3seq_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_8Sequence_name(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_8Sequence_4name_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_8Sequence_name(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_8Sequence_4name_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_8Sequence_4name_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_8Sequence_descr(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_8Sequence_5descr_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_8Sequence_descr(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_8Sequence_5descr_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_8Sequence_5descr_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_5HTSeq_6_HTSeq_Sequence[] = {
  {"get_reverse_complement", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_8Sequence_3get_reverse_complement, METH_VARARGS|METH_KEYWORDS, 0},
  {"__getstate__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_8Sequence_13__getstate__, METH_NOARGS, 0},
  {"__setstate__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_8Sequence_15__setstate__, METH_O, 0},
  {"__reduce__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_8Sequence_17__reduce__, METH_NOARGS, 0},
  {"write_to_fasta_file", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_8Sequence_19write_to_fasta_file, METH_VARARGS|METH_KEYWORDS, __pyx_doc_5HTSeq_6_HTSeq_8Sequence_18write_to_fasta_file},
  {"add_bases_to_count_array", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_8Sequence_21add_bases_to_count_array, METH_O, 0},
  {"trim_left_end", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_8Sequence_23trim_left_end, METH_VARARGS|METH_KEYWORDS, 0},
  {"trim_right_end", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_8Sequence_25trim_right_end, METH_VARARGS|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5HTSeq_6_HTSeq_Sequence[] = {
  {(char *)"seq", __pyx_getprop_5HTSeq_6_HTSeq_8Sequence_seq, __pyx_setprop_5HTSeq_6_HTSeq_8Sequence_seq, (char *)0, 0},
  {(char *)"name", __pyx_getprop_5HTSeq_6_HTSeq_8Sequence_name, __pyx_setprop_5HTSeq_6_HTSeq_8Sequence_name, (char *)0, 0},
  {(char *)"descr", __pyx_getprop_5HTSeq_6_HTSeq_8Sequence_descr, __pyx_setprop_5HTSeq_6_HTSeq_8Sequence_descr, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_Sequence = {
  __pyx_pw_5HTSeq_6_HTSeq_8Sequence_9__len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_5HTSeq_6_HTSeq_Sequence, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_Sequence = {
  __pyx_pw_5HTSeq_6_HTSeq_8Sequence_9__len__, /*mp_length*/
  __pyx_pw_5HTSeq_6_HTSeq_8Sequence_11__getitem__, /*mp_subscript*/
  0, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_5HTSeq_6_HTSeq_Sequence = {
  PyVarObject_HEAD_INIT(0, 0)
  "HTSeq._HTSeq.Sequence", /*tp_name*/
  sizeof(struct __pyx_obj_5HTSeq_6_HTSeq_Sequence), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_Sequence, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_pw_5HTSeq_6_HTSeq_8Sequence_7__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_Sequence, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_Sequence, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  __pyx_pw_5HTSeq_6_HTSeq_8Sequence_5__str__, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  "A Sequence, typically of DNA, with a name.\n    ", /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5HTSeq_6_HTSeq_Sequence, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5HTSeq_6_HTSeq_Sequence, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_5HTSeq_6_HTSeq_8Sequence_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5HTSeq_6_HTSeq_Sequence, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
};
static struct __pyx_vtabstruct_5HTSeq_6_HTSeq_SequenceWithQualities __pyx_vtable_5HTSeq_6_HTSeq_SequenceWithQualities;

static PyObject *__pyx_tp_new_5HTSeq_6_HTSeq_SequenceWithQualities(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *p;
  PyObject *o = __pyx_tp_new_5HTSeq_6_HTSeq_Sequence(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_5HTSeq_6_HTSeq_Sequence*)__pyx_vtabptr_5HTSeq_6_HTSeq_SequenceWithQualities;
  p->_qualstr = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->_qualstr_phred = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->_qualscale = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->_qualarr = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_5HTSeq_6_HTSeq_SequenceWithQualities(PyObject *o) {
  struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *p = (struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->_qualstr);
  Py_CLEAR(p->_qualstr_phred);
  Py_CLEAR(p->_qualscale);
  Py_CLEAR(p->_qualarr);
  #if CYTHON_USE_TYPE_SLOTS
  if (PyType_IS_GC(Py_TYPE(o)->tp_base))
  #endif
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_Sequence(o);
}

static int __pyx_tp_traverse_5HTSeq_6_HTSeq_SequenceWithQualities(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *p = (struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *)o;
  e = ((likely(__pyx_ptype_5HTSeq_6_HTSeq_Sequence)) ? ((__pyx_ptype_5HTSeq_6_HTSeq_Sequence->tp_traverse) ? __pyx_ptype_5HTSeq_6_HTSeq_Sequence->tp_traverse(o, v, a) : 0) : __Pyx_call_next_tp_traverse(o, v, a, __pyx_tp_traverse_5HTSeq_6_HTSeq_SequenceWithQualities)); if (e) return e;
  if (p->_qualarr) {
    e = (*v)(p->_qualarr, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5HTSeq_6_HTSeq_SequenceWithQualities(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *p = (struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *)o;
  if (likely(__pyx_ptype_5HTSeq_6_HTSeq_Sequence)) { if (__pyx_ptype_5HTSeq_6_HTSeq_Sequence->tp_clear) __pyx_ptype_5HTSeq_6_HTSeq_Sequence->tp_clear(o); } else __Pyx_call_next_tp_clear(o, __pyx_tp_clear_5HTSeq_6_HTSeq_SequenceWithQualities);
  tmp = ((PyObject*)p->_qualarr);
  p->_qualarr = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}
static PyObject *__pyx_sq_item_5HTSeq_6_HTSeq_SequenceWithQualities(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_21SequenceWithQualities_qual(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_4qual_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_21SequenceWithQualities_qual(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_4qual_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_21SequenceWithQualities_qualstr(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_7qualstr_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_21SequenceWithQualities__qualstr(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_8_qualstr_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_21SequenceWithQualities__qualstr_phred(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_14_qualstr_phred_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_21SequenceWithQualities__qualscale(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_10_qualscale_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_21SequenceWithQualities__qualarr(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_8_qualarr_1__get__(o);
}

static PyMethodDef __pyx_methods_5HTSeq_6_HTSeq_SequenceWithQualities[] = {
  {"write_to_fastq_file", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_7write_to_fastq_file, METH_O, 0},
  {"get_fastq_str", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_9get_fastq_str, METH_VARARGS|METH_KEYWORDS, 0},
  {"get_reverse_complement", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_11get_reverse_complement, METH_VARARGS|METH_KEYWORDS, 0},
  {"add_qual_to_count_array", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_13add_qual_to_count_array, METH_O, 0},
  {"trim_left_end_with_quals", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_15trim_left_end_with_quals, METH_VARARGS|METH_KEYWORDS, 0},
  {"trim_right_end_with_quals", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_17trim_right_end_with_quals, METH_VARARGS|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5HTSeq_6_HTSeq_SequenceWithQualities[] = {
  {(char *)"qual", __pyx_getprop_5HTSeq_6_HTSeq_21SequenceWithQualities_qual, __pyx_setprop_5HTSeq_6_HTSeq_21SequenceWithQualities_qual, (char *)0, 0},
  {(char *)"qualstr", __pyx_getprop_5HTSeq_6_HTSeq_21SequenceWithQualities_qualstr, 0, (char *)0, 0},
  {(char *)"_qualstr", __pyx_getprop_5HTSeq_6_HTSeq_21SequenceWithQualities__qualstr, 0, (char *)0, 0},
  {(char *)"_qualstr_phred", __pyx_getprop_5HTSeq_6_HTSeq_21SequenceWithQualities__qualstr_phred, 0, (char *)0, 0},
  {(char *)"_qualscale", __pyx_getprop_5HTSeq_6_HTSeq_21SequenceWithQualities__qualscale, 0, (char *)0, 0},
  {(char *)"_qualarr", __pyx_getprop_5HTSeq_6_HTSeq_21SequenceWithQualities__qualarr, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_SequenceWithQualities = {
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_pw_5HTSeq_6_HTSeq_8Sequence_9__len__, /*sq_length*/
  #else
  0, /*sq_length*/
  #endif
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_5HTSeq_6_HTSeq_SequenceWithQualities, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_SequenceWithQualities = {
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_pw_5HTSeq_6_HTSeq_8Sequence_9__len__, /*mp_length*/
  #else
  0, /*mp_length*/
  #endif
  __pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_5__getitem__, /*mp_subscript*/
  0, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_5HTSeq_6_HTSeq_SequenceWithQualities = {
  PyVarObject_HEAD_INIT(0, 0)
  "HTSeq._HTSeq.SequenceWithQualities", /*tp_name*/
  sizeof(struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_SequenceWithQualities, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_3__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_SequenceWithQualities, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_SequenceWithQualities, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_pw_5HTSeq_6_HTSeq_8Sequence_5__str__, /*tp_str*/
  #else
  0, /*tp_str*/
  #endif
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "A Sequence with base-call quality scores.\n    It now has property  'qual', an integer NumPy array of Sanger/Phred \n    quality scores of the  base calls.\n    ", /*tp_doc*/
  __pyx_tp_traverse_5HTSeq_6_HTSeq_SequenceWithQualities, /*tp_traverse*/
  __pyx_tp_clear_5HTSeq_6_HTSeq_SequenceWithQualities, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5HTSeq_6_HTSeq_SequenceWithQualities, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5HTSeq_6_HTSeq_SequenceWithQualities, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_5HTSeq_6_HTSeq_21SequenceWithQualities_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5HTSeq_6_HTSeq_SequenceWithQualities, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
};

static PyObject *__pyx_tp_new_5HTSeq_6_HTSeq_Alignment(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *)o);
  p->_read = ((struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *)Py_None); Py_INCREF(Py_None);
  p->iv = ((struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_5HTSeq_6_HTSeq_Alignment(PyObject *o) {
  struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *p = (struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->_read);
  Py_CLEAR(p->iv);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_5HTSeq_6_HTSeq_Alignment(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *p = (struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *)o;
  if (p->_read) {
    e = (*v)(((PyObject *)p->_read), a); if (e) return e;
  }
  if (p->iv) {
    e = (*v)(((PyObject *)p->iv), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5HTSeq_6_HTSeq_Alignment(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *p = (struct __pyx_obj_5HTSeq_6_HTSeq_Alignment *)o;
  tmp = ((PyObject*)p->_read);
  p->_read = ((struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->iv);
  p->iv = ((struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_9Alignment_read(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_9Alignment_4read_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_9Alignment_paired_end(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_9Alignment_10paired_end_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_9Alignment_aligned(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_9Alignment_7aligned_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_9Alignment__read(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_9Alignment_5_read_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_9Alignment__read(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_9Alignment_5_read_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_9Alignment_5_read_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_9Alignment_iv(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_9Alignment_2iv_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_9Alignment_iv(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_9Alignment_2iv_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_9Alignment_2iv_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_5HTSeq_6_HTSeq_Alignment[] = {
  {"__reduce_cython__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_9Alignment_5__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_9Alignment_7__setstate_cython__, METH_O, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5HTSeq_6_HTSeq_Alignment[] = {
  {(char *)"read", __pyx_getprop_5HTSeq_6_HTSeq_9Alignment_read, 0, (char *)0, 0},
  {(char *)"paired_end", __pyx_getprop_5HTSeq_6_HTSeq_9Alignment_paired_end, 0, (char *)0, 0},
  {(char *)"aligned", __pyx_getprop_5HTSeq_6_HTSeq_9Alignment_aligned, 0, (char *)"Returns True unless self.iv is None. The latter indicates that\n        this record decribes a read for which no alignment was found.\n        ", 0},
  {(char *)"_read", __pyx_getprop_5HTSeq_6_HTSeq_9Alignment__read, __pyx_setprop_5HTSeq_6_HTSeq_9Alignment__read, (char *)0, 0},
  {(char *)"iv", __pyx_getprop_5HTSeq_6_HTSeq_9Alignment_iv, __pyx_setprop_5HTSeq_6_HTSeq_9Alignment_iv, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_5HTSeq_6_HTSeq_Alignment = {
  PyVarObject_HEAD_INIT(0, 0)
  "HTSeq._HTSeq.Alignment", /*tp_name*/
  sizeof(struct __pyx_obj_5HTSeq_6_HTSeq_Alignment), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_Alignment, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_pw_5HTSeq_6_HTSeq_9Alignment_3__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Alignment base type:\n\n    An alignment object can be defined in different ways but will always\n    provide these attributes:\n      read:      a SequenceWithQualities object with the read\n      aligned:   whether the read is aligned\n      iv:        a GenomicInterval object with the alignment position \n    ", /*tp_doc*/
  __pyx_tp_traverse_5HTSeq_6_HTSeq_Alignment, /*tp_traverse*/
  __pyx_tp_clear_5HTSeq_6_HTSeq_Alignment, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5HTSeq_6_HTSeq_Alignment, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5HTSeq_6_HTSeq_Alignment, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_5HTSeq_6_HTSeq_9Alignment_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5HTSeq_6_HTSeq_Alignment, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
};

static PyObject *__pyx_tp_new_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *p;
  PyObject *o = __pyx_tp_new_5HTSeq_6_HTSeq_Alignment(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *)o);
  p->read_as_aligned = ((struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *)Py_None); Py_INCREF(Py_None);
  p->_read_as_sequenced = ((struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal(PyObject *o) {
  struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *p = (struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->read_as_aligned);
  Py_CLEAR(p->_read_as_sequenced);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_Alignment(o);
}

static int __pyx_tp_traverse_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *p = (struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *)o;
  e = __pyx_tp_traverse_5HTSeq_6_HTSeq_Alignment(o, v, a); if (e) return e;
  if (p->read_as_aligned) {
    e = (*v)(((PyObject *)p->read_as_aligned), a); if (e) return e;
  }
  if (p->_read_as_sequenced) {
    e = (*v)(((PyObject *)p->_read_as_sequenced), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *p = (struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal *)o;
  __pyx_tp_clear_5HTSeq_6_HTSeq_Alignment(o);
  tmp = ((PyObject*)p->read_as_aligned);
  p->read_as_aligned = ((struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_read_as_sequenced);
  p->_read_as_sequenced = ((struct __pyx_obj_5HTSeq_6_HTSeq_SequenceWithQualities *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_read(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_4read_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_read_as_aligned(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_15read_as_aligned_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_read_as_aligned(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_15read_as_aligned_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_15read_as_aligned_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal__read_as_sequenced(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_18_read_as_sequenced_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal__read_as_sequenced(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_18_read_as_sequenced_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_18_read_as_sequenced_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal[] = {
  {"__reduce_cython__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_3__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_5__setstate_cython__, METH_O, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal[] = {
  {(char *)"read", __pyx_getprop_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_read, 0, (char *)0, 0},
  {(char *)"read_as_aligned", __pyx_getprop_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_read_as_aligned, __pyx_setprop_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_read_as_aligned, (char *)0, 0},
  {(char *)"_read_as_sequenced", __pyx_getprop_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal__read_as_sequenced, __pyx_setprop_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal__read_as_sequenced, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal = {
  PyVarObject_HEAD_INIT(0, 0)
  "HTSeq._HTSeq.AlignmentWithSequenceReversal", /*tp_name*/
  sizeof(struct __pyx_obj_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_pw_5HTSeq_6_HTSeq_9Alignment_3__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Many aligners report the read's sequence in reverse-complemented form\n    when it was mapped to the reverse strand. For such alignments, a \n    daughter class of this one should be used.\n\n    Then, the read is stored as aligned in the 'read_as_aligned' field,\n    and get reverse-complemented back to the sequenced form when the 'read'\n    attribute is sequenced.\n    ", /*tp_doc*/
  __pyx_tp_traverse_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal, /*tp_traverse*/
  __pyx_tp_clear_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
};

static PyObject *__pyx_tp_new_5HTSeq_6_HTSeq_SAM_Alignment(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *p;
  PyObject *o = __pyx_tp_new_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *)o);
  p->cigar = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->mate_start = ((struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *)Py_None); Py_INCREF(Py_None);
  p->pe_which = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->original_sam_line = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->optional_fields = ((PyObject*)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_5HTSeq_6_HTSeq_SAM_Alignment(PyObject *o) {
  struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *p = (struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->cigar);
  Py_CLEAR(p->mate_start);
  Py_CLEAR(p->pe_which);
  Py_CLEAR(p->original_sam_line);
  Py_CLEAR(p->optional_fields);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal(o);
}

static int __pyx_tp_traverse_5HTSeq_6_HTSeq_SAM_Alignment(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *p = (struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *)o;
  e = __pyx_tp_traverse_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal(o, v, a); if (e) return e;
  if (p->cigar) {
    e = (*v)(p->cigar, a); if (e) return e;
  }
  if (p->mate_start) {
    e = (*v)(((PyObject *)p->mate_start), a); if (e) return e;
  }
  if (p->optional_fields) {
    e = (*v)(p->optional_fields, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5HTSeq_6_HTSeq_SAM_Alignment(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *p = (struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment *)o;
  __pyx_tp_clear_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal(o);
  tmp = ((PyObject*)p->cigar);
  p->cigar = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->mate_start);
  p->mate_start = ((struct __pyx_obj_5HTSeq_6_HTSeq_GenomicPosition *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->optional_fields);
  p->optional_fields = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_flag(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_4flag_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_flag(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_4flag_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_paired_end(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_10paired_end_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_mate_aligned(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_12mate_aligned_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_cigar(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_5cigar_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_cigar(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_5cigar_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_5cigar_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_aQual(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_5aQual_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_aQual(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_5aQual_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_mate_start(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_10mate_start_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_mate_start(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_10mate_start_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_10mate_start_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_pe_which(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_8pe_which_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_pe_which(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_8pe_which_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_8pe_which_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_inferred_insert_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_20inferred_insert_size_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_inferred_insert_size(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_20inferred_insert_size_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_proper_pair(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_11proper_pair_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_proper_pair(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_11proper_pair_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_not_primary_alignment(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_21not_primary_alignment_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_not_primary_alignment(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_21not_primary_alignment_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_failed_platform_qc(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_18failed_platform_qc_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_failed_platform_qc(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_18failed_platform_qc_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_pcr_or_optical_duplicate(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_24pcr_or_optical_duplicate_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_pcr_or_optical_duplicate(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_24pcr_or_optical_duplicate_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_supplementary(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_13supplementary_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_supplementary(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_13supplementary_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_original_sam_line(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_17original_sam_line_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_optional_fields(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_15optional_fields_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_optional_fields(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_15optional_fields_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_15optional_fields_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_5HTSeq_6_HTSeq_SAM_Alignment[] = {
  {"to_pysam_AlignedSegment", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_1to_pysam_AlignedSegment, METH_O, 0},
  {"to_pysam_AlignedRead", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_3to_pysam_AlignedRead, METH_O, 0},
  {"from_pysam_AlignedRead", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_5from_pysam_AlignedRead, METH_VARARGS|METH_KEYWORDS, 0},
  {"from_pysam_AlignedSegment", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_7from_pysam_AlignedSegment, METH_VARARGS|METH_KEYWORDS, 0},
  {"from_SAM_line", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_9from_SAM_line, METH_O, 0},
  {"get_sam_line", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_11get_sam_line, METH_NOARGS, 0},
  {"optional_field", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_13optional_field, METH_O, 0},
  {"raw_optional_fields", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_15raw_optional_fields, METH_NOARGS, 0},
  {"__reduce_cython__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_17__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_13SAM_Alignment_19__setstate_cython__, METH_O, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5HTSeq_6_HTSeq_SAM_Alignment[] = {
  {(char *)"flag", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_flag, __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_flag, (char *)0, 0},
  {(char *)"paired_end", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_paired_end, 0, (char *)0, 0},
  {(char *)"mate_aligned", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_mate_aligned, 0, (char *)0, 0},
  {(char *)"cigar", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_cigar, __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_cigar, (char *)0, 0},
  {(char *)"aQual", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_aQual, __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_aQual, (char *)0, 0},
  {(char *)"mate_start", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_mate_start, __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_mate_start, (char *)0, 0},
  {(char *)"pe_which", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_pe_which, __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_pe_which, (char *)0, 0},
  {(char *)"inferred_insert_size", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_inferred_insert_size, __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_inferred_insert_size, (char *)0, 0},
  {(char *)"proper_pair", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_proper_pair, __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_proper_pair, (char *)0, 0},
  {(char *)"not_primary_alignment", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_not_primary_alignment, __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_not_primary_alignment, (char *)0, 0},
  {(char *)"failed_platform_qc", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_failed_platform_qc, __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_failed_platform_qc, (char *)0, 0},
  {(char *)"pcr_or_optical_duplicate", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_pcr_or_optical_duplicate, __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_pcr_or_optical_duplicate, (char *)0, 0},
  {(char *)"supplementary", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_supplementary, __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_supplementary, (char *)0, 0},
  {(char *)"original_sam_line", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_original_sam_line, 0, (char *)0, 0},
  {(char *)"optional_fields", __pyx_getprop_5HTSeq_6_HTSeq_13SAM_Alignment_optional_fields, __pyx_setprop_5HTSeq_6_HTSeq_13SAM_Alignment_optional_fields, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_5HTSeq_6_HTSeq_SAM_Alignment = {
  PyVarObject_HEAD_INIT(0, 0)
  "HTSeq._HTSeq.SAM_Alignment", /*tp_name*/
  sizeof(struct __pyx_obj_5HTSeq_6_HTSeq_SAM_Alignment), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_SAM_Alignment, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_pw_5HTSeq_6_HTSeq_9Alignment_3__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "When reading in a SAM file, objects of the class SAM_Alignment\n    are returned. In addition to the 'read', 'iv' and 'aligned' fields (see \n    Alignment class), the following fields are provided:\n     - aQual: the alignment quality score\n     - cigar: a list of CigarOperatio objects, describing the alignment\n     - tags: the extra information tags [not yet implemented]\n    ", /*tp_doc*/
  __pyx_tp_traverse_5HTSeq_6_HTSeq_SAM_Alignment, /*tp_traverse*/
  __pyx_tp_clear_5HTSeq_6_HTSeq_SAM_Alignment, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5HTSeq_6_HTSeq_SAM_Alignment, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5HTSeq_6_HTSeq_SAM_Alignment, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_pw_5HTSeq_6_HTSeq_29AlignmentWithSequenceReversal_1__init__, /*tp_init*/
  #else
  0, /*tp_init*/
  #endif
  0, /*tp_alloc*/
  __pyx_tp_new_5HTSeq_6_HTSeq_SAM_Alignment, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
};

static PyObject *__pyx_tp_new_5HTSeq_6_HTSeq_ChromVector(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *)o);
  p->array = Py_None; Py_INCREF(Py_None);
  p->iv = ((struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *)Py_None); Py_INCREF(Py_None);
  p->_storage = ((PyObject*)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_5HTSeq_6_HTSeq_ChromVector(PyObject *o) {
  struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *p = (struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->array);
  Py_CLEAR(p->iv);
  Py_CLEAR(p->_storage);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_5HTSeq_6_HTSeq_ChromVector(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *p = (struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *)o;
  if (p->array) {
    e = (*v)(p->array, a); if (e) return e;
  }
  if (p->iv) {
    e = (*v)(((PyObject *)p->iv), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5HTSeq_6_HTSeq_ChromVector(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *p = (struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector *)o;
  tmp = ((PyObject*)p->array);
  p->array = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->iv);
  p->iv = ((struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}
static PyObject *__pyx_sq_item_5HTSeq_6_HTSeq_ChromVector(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_5HTSeq_6_HTSeq_ChromVector(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_7__setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_11ChromVector_array(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_5array_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_11ChromVector_array(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_5array_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_5array_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_11ChromVector_iv(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_2iv_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_11ChromVector_iv(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_2iv_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_2iv_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_11ChromVector_offset(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_6offset_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_11ChromVector_offset(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_6offset_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_11ChromVector_is_vector_of_sets(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_17is_vector_of_sets_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_11ChromVector_is_vector_of_sets(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_17is_vector_of_sets_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_11ChromVector__storage(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_8_storage_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_11ChromVector__storage(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_8_storage_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_8_storage_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_5HTSeq_6_HTSeq_ChromVector[] = {
  {"create", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_11ChromVector_1create, METH_VARARGS|METH_KEYWORDS, 0},
  {"_create_view", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_11ChromVector_3_create_view, METH_VARARGS|METH_KEYWORDS, 0},
  {"values", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_11ChromVector_13values, METH_NOARGS, 0},
  {"steps", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_11ChromVector_15steps, METH_NOARGS, 0},
  {"apply", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_11ChromVector_17apply, METH_O, 0},
  {"__reduce__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_11ChromVector_21__reduce__, METH_NOARGS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5HTSeq_6_HTSeq_ChromVector[] = {
  {(char *)"array", __pyx_getprop_5HTSeq_6_HTSeq_11ChromVector_array, __pyx_setprop_5HTSeq_6_HTSeq_11ChromVector_array, (char *)0, 0},
  {(char *)"iv", __pyx_getprop_5HTSeq_6_HTSeq_11ChromVector_iv, __pyx_setprop_5HTSeq_6_HTSeq_11ChromVector_iv, (char *)0, 0},
  {(char *)"offset", __pyx_getprop_5HTSeq_6_HTSeq_11ChromVector_offset, __pyx_setprop_5HTSeq_6_HTSeq_11ChromVector_offset, (char *)0, 0},
  {(char *)"is_vector_of_sets", __pyx_getprop_5HTSeq_6_HTSeq_11ChromVector_is_vector_of_sets, __pyx_setprop_5HTSeq_6_HTSeq_11ChromVector_is_vector_of_sets, (char *)0, 0},
  {(char *)"_storage", __pyx_getprop_5HTSeq_6_HTSeq_11ChromVector__storage, __pyx_setprop_5HTSeq_6_HTSeq_11ChromVector__storage, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyNumberMethods __pyx_tp_as_number_ChromVector = {
  0, /*nb_add*/
  0, /*nb_subtract*/
  0, /*nb_multiply*/
  #if PY_MAJOR_VERSION < 3 || (CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x03050000)
  0, /*nb_divide*/
  #endif
  0, /*nb_remainder*/
  0, /*nb_divmod*/
  0, /*nb_power*/
  0, /*nb_negative*/
  0, /*nb_positive*/
  0, /*nb_absolute*/
  0, /*nb_nonzero*/
  0, /*nb_invert*/
  0, /*nb_lshift*/
  0, /*nb_rshift*/
  0, /*nb_and*/
  0, /*nb_xor*/
  0, /*nb_or*/
  #if PY_MAJOR_VERSION < 3 || (CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x03050000)
  0, /*nb_coerce*/
  #endif
  0, /*nb_int*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_long*/
  #else
  0, /*reserved*/
  #endif
  0, /*nb_float*/
  #if PY_MAJOR_VERSION < 3 || (CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x03050000)
  0, /*nb_oct*/
  #endif
  #if PY_MAJOR_VERSION < 3 || (CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x03050000)
  0, /*nb_hex*/
  #endif
  __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_9__iadd__, /*nb_inplace_add*/
  0, /*nb_inplace_subtract*/
  0, /*nb_inplace_multiply*/
  #if PY_MAJOR_VERSION < 3 || (CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x03050000)
  0, /*nb_inplace_divide*/
  #endif
  0, /*nb_inplace_remainder*/
  0, /*nb_inplace_power*/
  0, /*nb_inplace_lshift*/
  0, /*nb_inplace_rshift*/
  0, /*nb_inplace_and*/
  0, /*nb_inplace_xor*/
  0, /*nb_inplace_or*/
  0, /*nb_floor_divide*/
  0, /*nb_true_divide*/
  0, /*nb_inplace_floor_divide*/
  0, /*nb_inplace_true_divide*/
  0, /*nb_index*/
  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_matrix_multiply*/
  #endif
  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_inplace_matrix_multiply*/
  #endif
};

static PySequenceMethods __pyx_tp_as_sequence_ChromVector = {
  0, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_5HTSeq_6_HTSeq_ChromVector, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_ChromVector = {
  0, /*mp_length*/
  __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_5__getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_5HTSeq_6_HTSeq_ChromVector, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_5HTSeq_6_HTSeq_ChromVector = {
  PyVarObject_HEAD_INIT(0, 0)
  "HTSeq._HTSeq.ChromVector", /*tp_name*/
  sizeof(struct __pyx_obj_5HTSeq_6_HTSeq_ChromVector), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_ChromVector, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_19__repr__, /*tp_repr*/
  &__pyx_tp_as_number_ChromVector, /*tp_as_number*/
  &__pyx_tp_as_sequence_ChromVector, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_ChromVector, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5HTSeq_6_HTSeq_ChromVector, /*tp_traverse*/
  __pyx_tp_clear_5HTSeq_6_HTSeq_ChromVector, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_5HTSeq_6_HTSeq_11ChromVector_11__iter__, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5HTSeq_6_HTSeq_ChromVector, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5HTSeq_6_HTSeq_ChromVector, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5HTSeq_6_HTSeq_ChromVector, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
};

static PyObject *__pyx_tp_new_5HTSeq_6_HTSeq_GenomicArray(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *)o);
  p->chrom_vectors = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->typecode = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->storage = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->memmap_dir = ((PyObject*)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_5HTSeq_6_HTSeq_GenomicArray(PyObject *o) {
  struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *p = (struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->chrom_vectors);
  Py_CLEAR(p->typecode);
  Py_CLEAR(p->storage);
  Py_CLEAR(p->memmap_dir);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_5HTSeq_6_HTSeq_GenomicArray(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *p = (struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *)o;
  if (p->chrom_vectors) {
    e = (*v)(p->chrom_vectors, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5HTSeq_6_HTSeq_GenomicArray(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *p = (struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray *)o;
  tmp = ((PyObject*)p->chrom_vectors);
  p->chrom_vectors = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}
static PyObject *__pyx_sq_item_5HTSeq_6_HTSeq_GenomicArray(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_5HTSeq_6_HTSeq_GenomicArray(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_5__setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_12GenomicArray_chrom_vectors(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_13chrom_vectors_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_12GenomicArray_chrom_vectors(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_13chrom_vectors_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_13chrom_vectors_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_12GenomicArray_stranded(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_8stranded_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_12GenomicArray_typecode(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_8typecode_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_12GenomicArray_auto_add_chroms(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_15auto_add_chroms_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_12GenomicArray_auto_add_chroms(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_15auto_add_chroms_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_12GenomicArray_storage(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_7storage_1__get__(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_12GenomicArray_memmap_dir(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_10memmap_dir_1__get__(o);
}

static PyMethodDef __pyx_methods_5HTSeq_6_HTSeq_GenomicArray[] = {
  {"add_chrom", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_7add_chrom, METH_VARARGS|METH_KEYWORDS, 0},
  {"__reduce__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_9__reduce__, METH_NOARGS, 0},
  {"write_bedgraph_file", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_11write_bedgraph_file, METH_VARARGS|METH_KEYWORDS, 0},
  {"steps", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_13steps, METH_NOARGS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5HTSeq_6_HTSeq_GenomicArray[] = {
  {(char *)"chrom_vectors", __pyx_getprop_5HTSeq_6_HTSeq_12GenomicArray_chrom_vectors, __pyx_setprop_5HTSeq_6_HTSeq_12GenomicArray_chrom_vectors, (char *)0, 0},
  {(char *)"stranded", __pyx_getprop_5HTSeq_6_HTSeq_12GenomicArray_stranded, 0, (char *)0, 0},
  {(char *)"typecode", __pyx_getprop_5HTSeq_6_HTSeq_12GenomicArray_typecode, 0, (char *)0, 0},
  {(char *)"auto_add_chroms", __pyx_getprop_5HTSeq_6_HTSeq_12GenomicArray_auto_add_chroms, __pyx_setprop_5HTSeq_6_HTSeq_12GenomicArray_auto_add_chroms, (char *)0, 0},
  {(char *)"storage", __pyx_getprop_5HTSeq_6_HTSeq_12GenomicArray_storage, 0, (char *)0, 0},
  {(char *)"memmap_dir", __pyx_getprop_5HTSeq_6_HTSeq_12GenomicArray_memmap_dir, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_GenomicArray = {
  0, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_5HTSeq_6_HTSeq_GenomicArray, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_GenomicArray = {
  0, /*mp_length*/
  __pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_3__getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_5HTSeq_6_HTSeq_GenomicArray, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_5HTSeq_6_HTSeq_GenomicArray = {
  PyVarObject_HEAD_INIT(0, 0)
  "HTSeq._HTSeq.GenomicArray", /*tp_name*/
  sizeof(struct __pyx_obj_5HTSeq_6_HTSeq_GenomicArray), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_GenomicArray, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_GenomicArray, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_GenomicArray, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5HTSeq_6_HTSeq_GenomicArray, /*tp_traverse*/
  __pyx_tp_clear_5HTSeq_6_HTSeq_GenomicArray, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5HTSeq_6_HTSeq_GenomicArray, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5HTSeq_6_HTSeq_GenomicArray, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_5HTSeq_6_HTSeq_12GenomicArray_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5HTSeq_6_HTSeq_GenomicArray, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
};

static PyObject *__pyx_tp_new_5HTSeq_6_HTSeq_BowtieAlignment(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *p;
  PyObject *o = __pyx_tp_new_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *)o);
  p->reserved = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->substitutions = ((PyObject*)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_5HTSeq_6_HTSeq_BowtieAlignment(PyObject *o) {
  struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *p = (struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->reserved);
  Py_CLEAR(p->substitutions);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal(o);
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_15BowtieAlignment_reserved(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_15BowtieAlignment_8reserved_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_15BowtieAlignment_reserved(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_15BowtieAlignment_8reserved_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_15BowtieAlignment_8reserved_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_15BowtieAlignment_substitutions(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_15BowtieAlignment_13substitutions_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_15BowtieAlignment_substitutions(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_15BowtieAlignment_13substitutions_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_15BowtieAlignment_13substitutions_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_5HTSeq_6_HTSeq_BowtieAlignment[] = {
  {"__reduce_cython__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_15BowtieAlignment_3__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_15BowtieAlignment_5__setstate_cython__, METH_O, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5HTSeq_6_HTSeq_BowtieAlignment[] = {
  {(char *)"reserved", __pyx_getprop_5HTSeq_6_HTSeq_15BowtieAlignment_reserved, __pyx_setprop_5HTSeq_6_HTSeq_15BowtieAlignment_reserved, (char *)0, 0},
  {(char *)"substitutions", __pyx_getprop_5HTSeq_6_HTSeq_15BowtieAlignment_substitutions, __pyx_setprop_5HTSeq_6_HTSeq_15BowtieAlignment_substitutions, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_5HTSeq_6_HTSeq_BowtieAlignment = {
  PyVarObject_HEAD_INIT(0, 0)
  "HTSeq._HTSeq.BowtieAlignment", /*tp_name*/
  sizeof(struct __pyx_obj_5HTSeq_6_HTSeq_BowtieAlignment), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_BowtieAlignment, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_pw_5HTSeq_6_HTSeq_9Alignment_3__repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "When reading in a Bowtie file, objects of the class BowtieAlignment\n    are returned. In addition to the 'read' and 'iv' fields (see Alignment\n    class), the fields 'reserved' and 'substitutions' are provided. These \n    contain the content of the respective columns of the Bowtie output \n\n    [A parser for the substitutions field will be added soon.]\n    ", /*tp_doc*/
  __pyx_tp_traverse_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal, /*tp_traverse*/
  __pyx_tp_clear_5HTSeq_6_HTSeq_AlignmentWithSequenceReversal, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5HTSeq_6_HTSeq_BowtieAlignment, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5HTSeq_6_HTSeq_BowtieAlignment, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_5HTSeq_6_HTSeq_15BowtieAlignment_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5HTSeq_6_HTSeq_BowtieAlignment, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
};

static PyObject *__pyx_tp_new_5HTSeq_6_HTSeq_CigarOperation(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *)o);
  p->type = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->ref_iv = ((struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_5HTSeq_6_HTSeq_CigarOperation(PyObject *o) {
  struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *p = (struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *)o;
  #if CYTHON_USE_TP_FINALIZE
  if (unlikely(PyType_HasFeature(Py_TYPE(o), Py_TPFLAGS_HAVE_FINALIZE) && Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->type);
  Py_CLEAR(p->ref_iv);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_5HTSeq_6_HTSeq_CigarOperation(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *p = (struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *)o;
  if (p->ref_iv) {
    e = (*v)(((PyObject *)p->ref_iv), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5HTSeq_6_HTSeq_CigarOperation(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *p = (struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation *)o;
  tmp = ((PyObject*)p->ref_iv);
  p->ref_iv = ((struct __pyx_obj_5HTSeq_6_HTSeq_GenomicInterval *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_14CigarOperation_type(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_4type_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_14CigarOperation_type(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_4type_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_4type_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_14CigarOperation_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_4size_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_14CigarOperation_size(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_4size_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_14CigarOperation_ref_iv(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_6ref_iv_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_14CigarOperation_ref_iv(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_6ref_iv_3__set__(o, v);
  }
  else {
    return __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_6ref_iv_5__del__(o);
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_14CigarOperation_query_from(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_10query_from_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_14CigarOperation_query_from(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_10query_from_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_5HTSeq_6_HTSeq_14CigarOperation_query_to(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_8query_to_1__get__(o);
}

static int __pyx_setprop_5HTSeq_6_HTSeq_14CigarOperation_query_to(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_8query_to_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyMethodDef __pyx_methods_5HTSeq_6_HTSeq_CigarOperation[] = {
  {"check", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_5check, METH_NOARGS, 0},
  {"__reduce_cython__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_7__reduce_cython__, METH_NOARGS, 0},
  {"__setstate_cython__", (PyCFunction)__pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_9__setstate_cython__, METH_O, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_5HTSeq_6_HTSeq_CigarOperation[] = {
  {(char *)"type", __pyx_getprop_5HTSeq_6_HTSeq_14CigarOperation_type, __pyx_setprop_5HTSeq_6_HTSeq_14CigarOperation_type, (char *)0, 0},
  {(char *)"size", __pyx_getprop_5HTSeq_6_HTSeq_14CigarOperation_size, __pyx_setprop_5HTSeq_6_HTSeq_14CigarOperation_size, (char *)0, 0},
  {(char *)"ref_iv", __pyx_getprop_5HTSeq_6_HTSeq_14CigarOperation_ref_iv, __pyx_setprop_5HTSeq_6_HTSeq_14CigarOperation_ref_iv, (char *)0, 0},
  {(char *)"query_from", __pyx_getprop_5HTSeq_6_HTSeq_14CigarOperation_query_from, __pyx_setprop_5HTSeq_6_HTSeq_14CigarOperation_query_from, (char *)0, 0},
  {(char *)"query_to", __pyx_getprop_5HTSeq_6_HTSeq_14CigarOperation_query_to, __pyx_setprop_5HTSeq_6_HTSeq_14CigarOperation_query_to, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_5HTSeq_6_HTSeq_CigarOperation = {
  PyVarObject_HEAD_INIT(0, 0)
  "HTSeq._HTSeq.CigarOperation", /*tp_name*/
  sizeof(struct __pyx_obj_5HTSeq_6_HTSeq_CigarOperation), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5HTSeq_6_HTSeq_CigarOperation, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_3__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_5HTSeq_6_HTSeq_CigarOperation, /*tp_traverse*/
  __pyx_tp_clear_5HTSeq_6_HTSeq_CigarOperation, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_5HTSeq_6_HTSeq_CigarOperation, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_5HTSeq_6_HTSeq_CigarOperation, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_5HTSeq_6_HTSeq_14CigarOperation_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_5HTSeq_6_HTSeq_CigarOperation, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b1
  0, /*tp_vectorcall*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
  #endif
};

static struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ *__pyx_freelist_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__[8];
static int __pyx_freecount_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ = 0;

static PyObject *__pyx_tp_new_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__)))) {
    o = (PyObject*)__pyx_freelist_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__[--__pyx_freecount_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__];
    memset(o, 0, sizeof(struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__(PyObject *o) {
  struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ *p = (struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_value);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__)))) {
    __pyx_freelist_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__[__pyx_freecount_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__++] = ((struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ *p = (struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ *)o;
  if (p->__pyx_v_value) {
    e = (*v)(p->__pyx_v_value, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ *p = (struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ *)o;
  tmp = ((PyObject*)p->__pyx_v_value);
  p->__pyx_v_value = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__ = {
  PyVarObject_HEAD_INIT(0, 0)
  "HTSeq._HTSeq.__pyx_scope_struct____iadd__", /*tp_name*/
  sizeof(struct __pyx_obj_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__, /*tp_dealloc*/
  #if PY_VERSION_HEX < 0x030800b4
  0, /*tp_print*/
  #endif
  #if PY_VERSION_HEX >= 0x030800b4
  0, /*tp_vectorcall_offset*/
  #endif
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
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  __pyx_tp_clear_5HTSeq_6_HTSeq___pyx_scope_struct____iadd__, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
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  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
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  0, /*tp_finalize*/
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  #if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
  0, /*tp_print*/
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};

static PyMethodDef __pyx_methods[] = {
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  {"parse_cigar", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_11parse_cigar, METH_VARARGS|METH_KEYWORDS, 0},
  {"build_cigar_list", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_13build_cigar_list, METH_VARARGS|METH_KEYWORDS, 0},
  {"quotesafe_split", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_5HTSeq_6_HTSeq_15quotesafe_split, METH_VARARGS|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

#if PY_MAJOR_VERSION >= 3
#if CYTHON_PEP489_MULTI_PHASE_INIT
static PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/
static int __pyx_pymod_exec__HTSeq(PyObject* module); /*proto*/
static PyModuleDef_Slot __pyx_moduledef_slots[] = {
  {Py_mod_create, (void*)__pyx_pymod_create},
  {Py_mod_exec, (void*)__pyx_pymod_exec__HTSeq},
  {0, NULL}
};
#endif

static struct PyModuleDef __pyx_moduledef = {
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    0, /* m_size */
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    NULL, /* m_reload */
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    NULL, /* m_traverse */
    NULL, /* m_clear */
    NULL /* m_free */
};
#endif
#ifndef CYTHON_SMALL_CODE
#if defined(__clang__)
    #define CYTHON_SMALL_CODE
#elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3))
    #define CYTHON_SMALL_CODE __attribute__((cold))
#else
    #define CYTHON_SMALL_CODE
#endif
#endif

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 *     cdef object __pyx_PickleError
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 * cdef inline int import_ufunc() except -1:             # <<<<<<<<<<<<<<
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  /*--- Wrapped vars code ---*/

  goto __pyx_L0;
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/* PyObjectGetAttrStr */
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#if PY_MAJOR_VERSION < 3
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            "name '%.200s' is not defined", PyString_AS_STRING(name));
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/* RaiseArgTupleInvalid */
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/* RaiseDoubleKeywords */
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    PyErr_Format(PyExc_TypeError,
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        PyString_AsString(kw_name));
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}

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        if (*name) {
            values[name-argnames] = value;
            continue;
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        name = first_kw_arg;
        #if PY_MAJOR_VERSION < 3
        if (likely(PyString_Check(key))) {
            while (*name) {
                if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
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                    break;
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                    if ((**argname == key) || (
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                #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
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                #endif
                    PyUnicode_Compare(**name, key);
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                    #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                        (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(key)) ? 1 :
                    #endif
                        PyUnicode_Compare(**argname, key);
                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
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            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
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arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
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    goto bad;
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
    #if PY_MAJOR_VERSION < 3
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
        "%s() got an unexpected keyword argument '%U'",
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bad:
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/* ArgTypeTest */
static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact)
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        #endif
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    PyErr_Format(PyExc_TypeError,
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        name, type->tp_name, Py_TYPE(obj)->tp_name);
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}

/* Intern */
static PyObject* __Pyx_Intern(PyObject* s) {
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    Py_INCREF(s);
    #if PY_MAJOR_VERSION >= 3
    PyUnicode_InternInPlace(&s);
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    PyString_InternInPlace(&s);
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/* PyObjectSetAttrStr */
#if CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) {
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#if PY_MAJOR_VERSION < 3
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/* PyErrFetchRestore */
#if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
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}
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
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    tstate->curexc_value = 0;
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}
#endif

/* RaiseException */
#if PY_MAJOR_VERSION < 3
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
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    __Pyx_PyThreadState_declare
    Py_XINCREF(type);
    if (!value || value == Py_None)
        value = NULL;
    else
        Py_INCREF(value);
    if (!tb || tb == Py_None)
        tb = NULL;
    else {
        Py_INCREF(tb);
        if (!PyTraceBack_Check(tb)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: arg 3 must be a traceback or None");
            goto raise_error;
        }
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#if CYTHON_COMPILING_IN_PYPY
        if (!value) {
            Py_INCREF(Py_None);
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#endif
        PyErr_NormalizeException(&type, &value, &tb);
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        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto raise_error;
        }
        value = type;
        type = (PyObject*) Py_TYPE(type);
        Py_INCREF(type);
        if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: exception class must be a subclass of BaseException");
            goto raise_error;
        }
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    __Pyx_PyThreadState_assign
    __Pyx_ErrRestore(type, value, tb);
    return;
raise_error:
    Py_XDECREF(value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
    return;
}
#else
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
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        tb = 0;
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        PyErr_SetString(PyExc_TypeError,
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        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto bad;
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                int is_subclass = PyObject_IsSubclass(instance_class, type);
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#endif
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bad:
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static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na,
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    Py_DECREF(f);
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#if PY_MAJOR_VERSION >= 3
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#endif
            likely(kwargs == NULL || nk == 0) &&
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               a default value: use default values as arguments .*/
            args = &PyTuple_GET_ITEM(argdefs, 0);
            result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals);
            goto done;
        }
    }
    if (kwargs != NULL) {
        Py_ssize_t pos, i;
        kwtuple = PyTuple_New(2 * nk);
        if (kwtuple == NULL) {
            result = NULL;
            goto done;
        }
        k = &PyTuple_GET_ITEM(kwtuple, 0);
        pos = i = 0;
        while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) {
            Py_INCREF(k[i]);
            Py_INCREF(k[i+1]);
            i += 2;
        }
        nk = i / 2;
    }
    else {
        kwtuple = NULL;
        k = NULL;
    }
    closure = PyFunction_GET_CLOSURE(func);
#if PY_MAJOR_VERSION >= 3
    kwdefs = PyFunction_GET_KW_DEFAULTS(func);
#endif
    if (argdefs != NULL) {
        d = &PyTuple_GET_ITEM(argdefs, 0);
        nd = Py_SIZE(argdefs);
    }
    else {
        d = NULL;
        nd = 0;
    }
#if PY_MAJOR_VERSION >= 3
    result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL,
                               args, (int)nargs,
                               k, (int)nk,
                               d, (int)nd, kwdefs, closure);
#else
    result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL,
                               args, (int)nargs,
                               k, (int)nk,
                               d, (int)nd, closure);
#endif
    Py_XDECREF(kwtuple);
done:
    Py_LeaveRecursiveCall();
    return result;
}
#endif
#endif

/* PyObjectCall */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *result;
    ternaryfunc call = func->ob_type->tp_call;
    if (unlikely(!call))
        return PyObject_Call(func, arg, kw);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = (*call)(func, arg, kw);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectCallMethO */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
    PyObject *self, *result;
    PyCFunction cfunc;
    cfunc = PyCFunction_GET_FUNCTION(func);
    self = PyCFunction_GET_SELF(func);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = cfunc(self, arg);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectCallNoArg */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
#if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCall(func, NULL, 0);
    }
#endif
#ifdef __Pyx_CyFunction_USED
    if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func)))
#else
    if (likely(PyCFunction_Check(func)))
#endif
    {
        if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
            return __Pyx_PyObject_CallMethO(func, NULL);
        }
    }
    return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
}
#endif

/* PyCFunctionFastCall */
#if CYTHON_FAST_PYCCALL
static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) {
    PyCFunctionObject *func = (PyCFunctionObject*)func_obj;
    PyCFunction meth = PyCFunction_GET_FUNCTION(func);
    PyObject *self = PyCFunction_GET_SELF(func);
    int flags = PyCFunction_GET_FLAGS(func);
    assert(PyCFunction_Check(func));
    assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS)));
    assert(nargs >= 0);
    assert(nargs == 0 || args != NULL);
    /* _PyCFunction_FastCallDict() must not be called with an exception set,
       because it may clear it (directly or indirectly) and so the
       caller loses its exception */
    assert(!PyErr_Occurred());
    if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) {
        return (*((__Pyx_PyCFunctionFastWithKeywords)(void*)meth)) (self, args, nargs, NULL);
    } else {
        return (*((__Pyx_PyCFunctionFast)(void*)meth)) (self, args, nargs);
    }
}
#endif

/* PyObjectCallOneArg */
#if CYTHON_COMPILING_IN_CPYTHON
static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *result;
    PyObject *args = PyTuple_New(1);
    if (unlikely(!args)) return NULL;
    Py_INCREF(arg);
    PyTuple_SET_ITEM(args, 0, arg);
    result = __Pyx_PyObject_Call(func, args, NULL);
    Py_DECREF(args);
    return result;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
#if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCall(func, &arg, 1);
    }
#endif
    if (likely(PyCFunction_Check(func))) {
        if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) {
            return __Pyx_PyObject_CallMethO(func, arg);
#if CYTHON_FAST_PYCCALL
        } else if (PyCFunction_GET_FLAGS(func) & METH_FASTCALL) {
            return __Pyx_PyCFunction_FastCall(func, &arg, 1);
#endif
        }
    }
    return __Pyx__PyObject_CallOneArg(func, arg);
}
#else
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *result;
    PyObject *args = PyTuple_Pack(1, arg);
    if (unlikely(!args)) return NULL;
    result = __Pyx_PyObject_Call(func, args, NULL);
    Py_DECREF(args);
    return result;
}
#endif

/* RaiseTooManyValuesToUnpack */
static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
    PyErr_Format(PyExc_ValueError,
                 "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected);
}

/* RaiseNeedMoreValuesToUnpack */
static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
    PyErr_Format(PyExc_ValueError,
                 "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack",
                 index, (index == 1) ? "" : "s");
}

/* IterFinish */
static CYTHON_INLINE int __Pyx_IterFinish(void) {
#if CYTHON_FAST_THREAD_STATE
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    PyObject* exc_type = tstate->curexc_type;
    if (unlikely(exc_type)) {
        if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) {
            PyObject *exc_value, *exc_tb;
            exc_value = tstate->curexc_value;
            exc_tb = tstate->curexc_traceback;
            tstate->curexc_type = 0;
            tstate->curexc_value = 0;
            tstate->curexc_traceback = 0;
            Py_DECREF(exc_type);
            Py_XDECREF(exc_value);
            Py_XDECREF(exc_tb);
            return 0;
        } else {
            return -1;
        }
    }
    return 0;
#else
    if (unlikely(PyErr_Occurred())) {
        if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) {
            PyErr_Clear();
            return 0;
        } else {
            return -1;
        }
    }
    return 0;
#endif
}

/* UnpackItemEndCheck */
static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
    if (unlikely(retval)) {
        Py_DECREF(retval);
        __Pyx_RaiseTooManyValuesError(expected);
        return -1;
    } else {
        return __Pyx_IterFinish();
    }
    return 0;
}

/* PyObjectFormatAndDecref */
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatSimpleAndDecref(PyObject* s, PyObject* f) {
    if (unlikely(!s)) return NULL;
    if (likely(PyUnicode_CheckExact(s))) return s;
    #if PY_MAJOR_VERSION < 3
    if (likely(PyString_CheckExact(s))) {
        PyObject *result = PyUnicode_FromEncodedObject(s, NULL, "strict");
        Py_DECREF(s);
        return result;
    }
    #endif
    return __Pyx_PyObject_FormatAndDecref(s, f);
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_FormatAndDecref(PyObject* s, PyObject* f) {
    PyObject *result = PyObject_Format(s, f);
    Py_DECREF(s);
    return result;
}

/* PyUnicode_Unicode */
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_Unicode(PyObject *obj) {
    if (unlikely(obj == Py_None))
        obj = __pyx_kp_u_None;
    return __Pyx_NewRef(obj);
}

/* CIntToDigits */
static const char DIGIT_PAIRS_10[2*10*10+1] = {
    "00010203040506070809"
    "10111213141516171819"
    "20212223242526272829"
    "30313233343536373839"
    "40414243444546474849"
    "50515253545556575859"
    "60616263646566676869"
    "70717273747576777879"
    "80818283848586878889"
    "90919293949596979899"
};
static const char DIGIT_PAIRS_8[2*8*8+1] = {
    "0001020304050607"
    "1011121314151617"
    "2021222324252627"
    "3031323334353637"
    "4041424344454647"
    "5051525354555657"
    "6061626364656667"
    "7071727374757677"
};
static const char DIGITS_HEX[2*16+1] = {
    "0123456789abcdef"
    "0123456789ABCDEF"
};

/* BuildPyUnicode */
static PyObject* __Pyx_PyUnicode_BuildFromAscii(Py_ssize_t ulength, char* chars, int clength,
                                                int prepend_sign, char padding_char) {
    PyObject *uval;
    Py_ssize_t uoffset = ulength - clength;
#if CYTHON_USE_UNICODE_INTERNALS
    Py_ssize_t i;
#if CYTHON_PEP393_ENABLED
    void *udata;
    uval = PyUnicode_New(ulength, 127);
    if (unlikely(!uval)) return NULL;
    udata = PyUnicode_DATA(uval);
#else
    Py_UNICODE *udata;
    uval = PyUnicode_FromUnicode(NULL, ulength);
    if (unlikely(!uval)) return NULL;
    udata = PyUnicode_AS_UNICODE(uval);
#endif
    if (uoffset > 0) {
        i = 0;
        if (prepend_sign) {
            __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, 0, '-');
            i++;
        }
        for (; i < uoffset; i++) {
            __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, i, padding_char);
        }
    }
    for (i=0; i < clength; i++) {
        __Pyx_PyUnicode_WRITE(PyUnicode_1BYTE_KIND, udata, uoffset+i, chars[i]);
    }
#else
    {
        PyObject *sign = NULL, *padding = NULL;
        uval = NULL;
        if (uoffset > 0) {
            prepend_sign = !!prepend_sign;
            if (uoffset > prepend_sign) {
                padding = PyUnicode_FromOrdinal(padding_char);
                if (likely(padding) && uoffset > prepend_sign + 1) {
                    PyObject *tmp;
                    PyObject *repeat = PyInt_FromSize_t(uoffset - prepend_sign);
                    if (unlikely(!repeat)) goto done_or_error;
                    tmp = PyNumber_Multiply(padding, repeat);
                    Py_DECREF(repeat);
                    Py_DECREF(padding);
                    padding = tmp;
                }
                if (unlikely(!padding)) goto done_or_error;
            }
            if (prepend_sign) {
                sign = PyUnicode_FromOrdinal('-');
                if (unlikely(!sign)) goto done_or_error;
            }
        }
        uval = PyUnicode_DecodeASCII(chars, clength, NULL);
        if (likely(uval) && padding) {
            PyObject *tmp = PyNumber_Add(padding, uval);
            Py_DECREF(uval);
            uval = tmp;
        }
        if (likely(uval) && sign) {
            PyObject *tmp = PyNumber_Add(sign, uval);
            Py_DECREF(uval);
            uval = tmp;
        }
done_or_error:
        Py_XDECREF(padding);
        Py_XDECREF(sign);
    }
#endif
    return uval;
}

/* CIntToPyUnicode */
#ifdef _MSC_VER
    #ifndef _MSC_STDINT_H_
        #if _MSC_VER < 1300
           typedef unsigned short    uint16_t;
        #else
           typedef unsigned __int16  uint16_t;
        #endif
    #endif
#else
   #include <stdint.h>
#endif
#if defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
#define GCC_DIAGNOSTIC
#endif
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_From_long(long value, Py_ssize_t width, char padding_char, char format_char) {
    char digits[sizeof(long)*3+2];
    char *dpos, *end = digits + sizeof(long)*3+2;
    const char *hex_digits = DIGITS_HEX;
    Py_ssize_t length, ulength;
    int prepend_sign, last_one_off;
    long remaining;
#ifdef GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const long neg_one = (long) -1, const_zero = (long) 0;
#ifdef GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (format_char == 'X') {
        hex_digits += 16;
        format_char = 'x';
    }
    remaining = value;
    last_one_off = 0;
    dpos = end;
    do {
        int digit_pos;
        switch (format_char) {
        case 'o':
            digit_pos = abs((int)(remaining % (8*8)));
            remaining = (long) (remaining / (8*8));
            dpos -= 2;
            *(uint16_t*)dpos = ((const uint16_t*)DIGIT_PAIRS_8)[digit_pos];
            last_one_off = (digit_pos < 8);
            break;
        case 'd':
            digit_pos = abs((int)(remaining % (10*10)));
            remaining = (long) (remaining / (10*10));
            dpos -= 2;
            *(uint16_t*)dpos = ((const uint16_t*)DIGIT_PAIRS_10)[digit_pos];
            last_one_off = (digit_pos < 10);
            break;
        case 'x':
            *(--dpos) = hex_digits[abs((int)(remaining % 16))];
            remaining = (long) (remaining / 16);
            break;
        default:
            assert(0);
            break;
        }
    } while (unlikely(remaining != 0));
    if (last_one_off) {
        assert(*dpos == '0');
        dpos++;
    }
    length = end - dpos;
    ulength = length;
    prepend_sign = 0;
    if (!is_unsigned && value <= neg_one) {
        if (padding_char == ' ' || width <= length + 1) {
            *(--dpos) = '-';
            ++length;
        } else {
            prepend_sign = 1;
        }
        ++ulength;
    }
    if (width > ulength) {
        ulength = width;
    }
    if (ulength == 1) {
        return PyUnicode_FromOrdinal(*dpos);
    }
    return __Pyx_PyUnicode_BuildFromAscii(ulength, dpos, (int) length, prepend_sign, padding_char);
}

/* PyDictVersioning */
#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS
static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0;
}
static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) {
    PyObject **dictptr = NULL;
    Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset;
    if (offset) {
#if CYTHON_COMPILING_IN_CPYTHON
        dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj);
#else
        dictptr = _PyObject_GetDictPtr(obj);
#endif
    }
    return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0;
}
static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) {
    PyObject *dict = Py_TYPE(obj)->tp_dict;
    if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict)))
        return 0;
    return obj_dict_version == __Pyx_get_object_dict_version(obj);
}
#endif

/* GetModuleGlobalName */
#if CYTHON_USE_DICT_VERSIONS
static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value)
#else
static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name)
#endif
{
    PyObject *result;
#if !CYTHON_AVOID_BORROWED_REFS
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1
    result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    } else if (unlikely(PyErr_Occurred())) {
        return NULL;
    }
#else
    result = PyDict_GetItem(__pyx_d, name);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    }
#endif
#else
    result = PyObject_GetItem(__pyx_d, name);
    __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version)
    if (likely(result)) {
        return __Pyx_NewRef(result);
    }
    PyErr_Clear();
#endif
    return __Pyx_GetBuiltinName(name);
}

/* JoinPyUnicode */
static PyObject* __Pyx_PyUnicode_Join(PyObject* value_tuple, Py_ssize_t value_count, Py_ssize_t result_ulength,
                                      CYTHON_UNUSED Py_UCS4 max_char) {
#if CYTHON_USE_UNICODE_INTERNALS && CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    PyObject *result_uval;
    int result_ukind;
    Py_ssize_t i, char_pos;
    void *result_udata;
#if CYTHON_PEP393_ENABLED
    result_uval = PyUnicode_New(result_ulength, max_char);
    if (unlikely(!result_uval)) return NULL;
    result_ukind = (max_char <= 255) ? PyUnicode_1BYTE_KIND : (max_char <= 65535) ? PyUnicode_2BYTE_KIND : PyUnicode_4BYTE_KIND;
    result_udata = PyUnicode_DATA(result_uval);
#else
    result_uval = PyUnicode_FromUnicode(NULL, result_ulength);
    if (unlikely(!result_uval)) return NULL;
    result_ukind = sizeof(Py_UNICODE);
    result_udata = PyUnicode_AS_UNICODE(result_uval);
#endif
    char_pos = 0;
    for (i=0; i < value_count; i++) {
        int ukind;
        Py_ssize_t ulength;
        void *udata;
        PyObject *uval = PyTuple_GET_ITEM(value_tuple, i);
        if (unlikely(__Pyx_PyUnicode_READY(uval)))
            goto bad;
        ulength = __Pyx_PyUnicode_GET_LENGTH(uval);
        if (unlikely(!ulength))
            continue;
        if (unlikely(char_pos + ulength < 0))
            goto overflow;
        ukind = __Pyx_PyUnicode_KIND(uval);
        udata = __Pyx_PyUnicode_DATA(uval);
        if (!CYTHON_PEP393_ENABLED || ukind == result_ukind) {
            memcpy((char *)result_udata + char_pos * result_ukind, udata, (size_t) (ulength * result_ukind));
        } else {
            #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030300F0 || defined(_PyUnicode_FastCopyCharacters)
            _PyUnicode_FastCopyCharacters(result_uval, char_pos, uval, 0, ulength);
            #else
            Py_ssize_t j;
            for (j=0; j < ulength; j++) {
                Py_UCS4 uchar = __Pyx_PyUnicode_READ(ukind, udata, j);
                __Pyx_PyUnicode_WRITE(result_ukind, result_udata, char_pos+j, uchar);
            }
            #endif
        }
        char_pos += ulength;
    }
    return result_uval;
overflow:
    PyErr_SetString(PyExc_OverflowError, "join() result is too long for a Python string");
bad:
    Py_DECREF(result_uval);
    return NULL;
#else
    result_ulength++;
    value_count++;
    return PyUnicode_Join(__pyx_empty_unicode, value_tuple);
#endif
}

/* PyObjectCall2Args */
static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) {
    PyObject *args, *result = NULL;
    #if CYTHON_FAST_PYCALL
    if (PyFunction_Check(function)) {
        PyObject *args[2] = {arg1, arg2};
        return __Pyx_PyFunction_FastCall(function, args, 2);
    }
    #endif
    #if CYTHON_FAST_PYCCALL
    if (__Pyx_PyFastCFunction_Check(function)) {
        PyObject *args[2] = {arg1, arg2};
        return __Pyx_PyCFunction_FastCall(function, args, 2);
    }
    #endif
    args = PyTuple_New(2);
    if (unlikely(!args)) goto done;
    Py_INCREF(arg1);
    PyTuple_SET_ITEM(args, 0, arg1);
    Py_INCREF(arg2);
    PyTuple_SET_ITEM(args, 1, arg2);
    Py_INCREF(function);
    result = __Pyx_PyObject_Call(function, args, NULL);
    Py_DECREF(args);
    Py_DECREF(function);
done:
    return result;
}

/* BytesEquals */
static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
    if (s1 == s2) {
        return (equals == Py_EQ);
    } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
        const char *ps1, *ps2;
        Py_ssize_t length = PyBytes_GET_SIZE(s1);
        if (length != PyBytes_GET_SIZE(s2))
            return (equals == Py_NE);
        ps1 = PyBytes_AS_STRING(s1);
        ps2 = PyBytes_AS_STRING(s2);
        if (ps1[0] != ps2[0]) {
            return (equals == Py_NE);
        } else if (length == 1) {
            return (equals == Py_EQ);
        } else {
            int result;
#if CYTHON_USE_UNICODE_INTERNALS
            Py_hash_t hash1, hash2;
            hash1 = ((PyBytesObject*)s1)->ob_shash;
            hash2 = ((PyBytesObject*)s2)->ob_shash;
            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
                return (equals == Py_NE);
            }
#endif
            result = memcmp(ps1, ps2, (size_t)length);
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
        return (equals == Py_NE);
    } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
        return (equals == Py_NE);
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
#endif
}

/* UnicodeEquals */
static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
#if PY_MAJOR_VERSION < 3
    PyObject* owned_ref = NULL;
#endif
    int s1_is_unicode, s2_is_unicode;
    if (s1 == s2) {
        goto return_eq;
    }
    s1_is_unicode = PyUnicode_CheckExact(s1);
    s2_is_unicode = PyUnicode_CheckExact(s2);
#if PY_MAJOR_VERSION < 3
    if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
        owned_ref = PyUnicode_FromObject(s2);
        if (unlikely(!owned_ref))
            return -1;
        s2 = owned_ref;
        s2_is_unicode = 1;
    } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
        owned_ref = PyUnicode_FromObject(s1);
        if (unlikely(!owned_ref))
            return -1;
        s1 = owned_ref;
        s1_is_unicode = 1;
    } else if (((!s2_is_unicode) & (!s1_is_unicode))) {
        return __Pyx_PyBytes_Equals(s1, s2, equals);
    }
#endif
    if (s1_is_unicode & s2_is_unicode) {
        Py_ssize_t length;
        int kind;
        void *data1, *data2;
        if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
            return -1;
        length = __Pyx_PyUnicode_GET_LENGTH(s1);
        if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
            goto return_ne;
        }
#if CYTHON_USE_UNICODE_INTERNALS
        {
            Py_hash_t hash1, hash2;
        #if CYTHON_PEP393_ENABLED
            hash1 = ((PyASCIIObject*)s1)->hash;
            hash2 = ((PyASCIIObject*)s2)->hash;
        #else
            hash1 = ((PyUnicodeObject*)s1)->hash;
            hash2 = ((PyUnicodeObject*)s2)->hash;
        #endif
            if (hash1 != hash2 && hash1 != -1 && hash2 != -1) {
                goto return_ne;
            }
        }
#endif
        kind = __Pyx_PyUnicode_KIND(s1);
        if (kind != __Pyx_PyUnicode_KIND(s2)) {
            goto return_ne;
        }
        data1 = __Pyx_PyUnicode_DATA(s1);
        data2 = __Pyx_PyUnicode_DATA(s2);
        if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
            goto return_ne;
        } else if (length == 1) {
            goto return_eq;
        } else {
            int result = memcmp(data1, data2, (size_t)(length * kind));
            #if PY_MAJOR_VERSION < 3
            Py_XDECREF(owned_ref);
            #endif
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & s2_is_unicode) {
        goto return_ne;
    } else if ((s2 == Py_None) & s1_is_unicode) {
        goto return_ne;
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        #if PY_MAJOR_VERSION < 3
        Py_XDECREF(owned_ref);
        #endif
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
return_eq:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_EQ);
return_ne:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_NE);
#endif
}

/* SliceObject */
static CYTHON_INLINE int __Pyx_PyObject_SetSlice(PyObject* obj, PyObject* value,
        Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice,
        int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) {
#if CYTHON_USE_TYPE_SLOTS
    PyMappingMethods* mp;
#if PY_MAJOR_VERSION < 3
    PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence;
    if (likely(ms && ms->sq_ass_slice)) {
        if (!has_cstart) {
            if (_py_start && (*_py_start != Py_None)) {
                cstart = __Pyx_PyIndex_AsSsize_t(*_py_start);
                if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
            } else
                cstart = 0;
        }
        if (!has_cstop) {
            if (_py_stop && (*_py_stop != Py_None)) {
                cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop);
                if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
            } else
                cstop = PY_SSIZE_T_MAX;
        }
        if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) {
            Py_ssize_t l = ms->sq_length(obj);
            if (likely(l >= 0)) {
                if (cstop < 0) {
                    cstop += l;
                    if (cstop < 0) cstop = 0;
                }
                if (cstart < 0) {
                    cstart += l;
                    if (cstart < 0) cstart = 0;
                }
            } else {
                if (!PyErr_ExceptionMatches(PyExc_OverflowError))
                    goto bad;
                PyErr_Clear();
            }
        }
        return ms->sq_ass_slice(obj, cstart, cstop, value);
    }
#endif
    mp = Py_TYPE(obj)->tp_as_mapping;
    if (likely(mp && mp->mp_ass_subscript))
#endif
    {
        int result;
        PyObject *py_slice, *py_start, *py_stop;
        if (_py_slice) {
            py_slice = *_py_slice;
        } else {
            PyObject* owned_start = NULL;
            PyObject* owned_stop = NULL;
            if (_py_start) {
                py_start = *_py_start;
            } else {
                if (has_cstart) {
                    owned_start = py_start = PyInt_FromSsize_t(cstart);
                    if (unlikely(!py_start)) goto bad;
                } else
                    py_start = Py_None;
            }
            if (_py_stop) {
                py_stop = *_py_stop;
            } else {
                if (has_cstop) {
                    owned_stop = py_stop = PyInt_FromSsize_t(cstop);
                    if (unlikely(!py_stop)) {
                        Py_XDECREF(owned_start);
                        goto bad;
                    }
                } else
                    py_stop = Py_None;
            }
            py_slice = PySlice_New(py_start, py_stop, Py_None);
            Py_XDECREF(owned_start);
            Py_XDECREF(owned_stop);
            if (unlikely(!py_slice)) goto bad;
        }
#if CYTHON_USE_TYPE_SLOTS
        result = mp->mp_ass_subscript(obj, py_slice, value);
#else
        result = value ? PyObject_SetItem(obj, py_slice, value) : PyObject_DelItem(obj, py_slice);
#endif
        if (!_py_slice) {
            Py_DECREF(py_slice);
        }
        return result;
    }
    PyErr_Format(PyExc_TypeError,
        "'%.200s' object does not support slice %.10s",
        Py_TYPE(obj)->tp_name, value ? "assignment" : "deletion");
bad:
    return -1;
}

/* PyIntCompare */
static CYTHON_INLINE PyObject* __Pyx_PyInt_EqObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED long inplace) {
    if (op1 == op2) {
        Py_RETURN_TRUE;
    }
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long a = PyInt_AS_LONG(op1);
        if (a == b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        int unequal;
        unsigned long uintval;
        Py_ssize_t size = Py_SIZE(op1);
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        if (intval == 0) {
            if (size == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
        } else if (intval < 0) {
            if (size >= 0)
                Py_RETURN_FALSE;
            intval = -intval;
            size = -size;
        } else {
            if (size <= 0)
                Py_RETURN_FALSE;
        }
        uintval = (unsigned long) intval;
#if PyLong_SHIFT * 4 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 4)) {
            unequal = (size != 5) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[4] != ((uintval >> (4 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 3 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 3)) {
            unequal = (size != 4) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 2 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 2)) {
            unequal = (size != 3) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 1 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 1)) {
            unequal = (size != 2) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
            unequal = (size != 1) || (((unsigned long) digits[0]) != (uintval & (unsigned long) PyLong_MASK));
        if (unequal == 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
        if ((double)a == (double)b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    return (
        PyObject_RichCompare(op1, op2, Py_EQ));
}

/* GetItemInt */
static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
    PyObject *r;
    if (!j) return NULL;
    r = PyObject_GetItem(o, j);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
                                                              CYTHON_NCP_UNUSED int wraparound,
                                                              CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyList_GET_SIZE(o);
    }
    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) {
        PyObject *r = PyList_GET_ITEM(o, wrapped_i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              CYTHON_NCP_UNUSED int wraparound,
                                                              CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    Py_ssize_t wrapped_i = i;
    if (wraparound & unlikely(i < 0)) {
        wrapped_i += PyTuple_GET_SIZE(o);
    }
    if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) {
        PyObject *r = PyTuple_GET_ITEM(o, wrapped_i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list,
                                                     CYTHON_NCP_UNUSED int wraparound,
                                                     CYTHON_NCP_UNUSED int boundscheck) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
        if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) {
            PyObject *r = PyList_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    }
    else if (PyTuple_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
        if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) {
            PyObject *r = PyTuple_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    } else {
        PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
        if (likely(m && m->sq_item)) {
            if (wraparound && unlikely(i < 0) && likely(m->sq_length)) {
                Py_ssize_t l = m->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (!PyErr_ExceptionMatches(PyExc_OverflowError))
                        return NULL;
                    PyErr_Clear();
                }
            }
            return m->sq_item(o, i);
        }
    }
#else
    if (is_list || PySequence_Check(o)) {
        return PySequence_GetItem(o, i);
    }
#endif
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
}

/* ExtTypeTest */
static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (likely(__Pyx_TypeCheck(obj, type)))
        return 1;
    PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
                 Py_TYPE(obj)->tp_name, type->tp_name);
    return 0;
}

/* None */
static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}

/* None */
static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) {
    PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname);
}

/* SliceObject */
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(PyObject* obj,
        Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice,
        int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) {
#if CYTHON_USE_TYPE_SLOTS
    PyMappingMethods* mp;
#if PY_MAJOR_VERSION < 3
    PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence;
    if (likely(ms && ms->sq_slice)) {
        if (!has_cstart) {
            if (_py_start && (*_py_start != Py_None)) {
                cstart = __Pyx_PyIndex_AsSsize_t(*_py_start);
                if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
            } else
                cstart = 0;
        }
        if (!has_cstop) {
            if (_py_stop && (*_py_stop != Py_None)) {
                cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop);
                if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
            } else
                cstop = PY_SSIZE_T_MAX;
        }
        if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) {
            Py_ssize_t l = ms->sq_length(obj);
            if (likely(l >= 0)) {
                if (cstop < 0) {
                    cstop += l;
                    if (cstop < 0) cstop = 0;
                }
                if (cstart < 0) {
                    cstart += l;
                    if (cstart < 0) cstart = 0;
                }
            } else {
                if (!PyErr_ExceptionMatches(PyExc_OverflowError))
                    goto bad;
                PyErr_Clear();
            }
        }
        return ms->sq_slice(obj, cstart, cstop);
    }
#endif
    mp = Py_TYPE(obj)->tp_as_mapping;
    if (likely(mp && mp->mp_subscript))
#endif
    {
        PyObject* result;
        PyObject *py_slice, *py_start, *py_stop;
        if (_py_slice) {
            py_slice = *_py_slice;
        } else {
            PyObject* owned_start = NULL;
            PyObject* owned_stop = NULL;
            if (_py_start) {
                py_start = *_py_start;
            } else {
                if (has_cstart) {
                    owned_start = py_start = PyInt_FromSsize_t(cstart);
                    if (unlikely(!py_start)) goto bad;
                } else
                    py_start = Py_None;
            }
            if (_py_stop) {
                py_stop = *_py_stop;
            } else {
                if (has_cstop) {
                    owned_stop = py_stop = PyInt_FromSsize_t(cstop);
                    if (unlikely(!py_stop)) {
                        Py_XDECREF(owned_start);
                        goto bad;
                    }
                } else
                    py_stop = Py_None;
            }
            py_slice = PySlice_New(py_start, py_stop, Py_None);
            Py_XDECREF(owned_start);
            Py_XDECREF(owned_stop);
            if (unlikely(!py_slice)) goto bad;
        }
#if CYTHON_USE_TYPE_SLOTS
        result = mp->mp_subscript(obj, py_slice);
#else
        result = PyObject_GetItem(obj, py_slice);
#endif
        if (!_py_slice) {
            Py_DECREF(py_slice);
        }
        return result;
    }
    PyErr_Format(PyExc_TypeError,
        "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name);
bad:
    return NULL;
}

/* FetchCommonType */
static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
    PyObject* fake_module;
    PyTypeObject* cached_type = NULL;
    fake_module = PyImport_AddModule((char*) "_cython_" CYTHON_ABI);
    if (!fake_module) return NULL;
    Py_INCREF(fake_module);
    cached_type = (PyTypeObject*) PyObject_GetAttrString(fake_module, type->tp_name);
    if (cached_type) {
        if (!PyType_Check((PyObject*)cached_type)) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s is not a type object",
                type->tp_name);
            goto bad;
        }
        if (cached_type->tp_basicsize != type->tp_basicsize) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s has the wrong size, try recompiling",
                type->tp_name);
            goto bad;
        }
    } else {
        if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
        PyErr_Clear();
        if (PyType_Ready(type) < 0) goto bad;
        if (PyObject_SetAttrString(fake_module, type->tp_name, (PyObject*) type) < 0)
            goto bad;
        Py_INCREF(type);
        cached_type = type;
    }
done:
    Py_DECREF(fake_module);
    return cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}

/* CythonFunctionShared */
#include <structmember.h>
static PyObject *
__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure)
{
    if (unlikely(op->func_doc == NULL)) {
        if (op->func.m_ml->ml_doc) {
#if PY_MAJOR_VERSION >= 3
            op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc);
#else
            op->func_doc = PyString_FromString(op->func.m_ml->ml_doc);
#endif
            if (unlikely(op->func_doc == NULL))
                return NULL;
        } else {
            Py_INCREF(Py_None);
            return Py_None;
        }
    }
    Py_INCREF(op->func_doc);
    return op->func_doc;
}
static int
__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp = op->func_doc;
    if (value == NULL) {
        value = Py_None;
    }
    Py_INCREF(value);
    op->func_doc = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    if (unlikely(op->func_name == NULL)) {
#if PY_MAJOR_VERSION >= 3
        op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name);
#else
        op->func_name = PyString_InternFromString(op->func.m_ml->ml_name);
#endif
        if (unlikely(op->func_name == NULL))
            return NULL;
    }
    Py_INCREF(op->func_name);
    return op->func_name;
}
static int
__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value)))
#else
    if (unlikely(value == NULL || !PyString_Check(value)))
#endif
    {
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = op->func_name;
    Py_INCREF(value);
    op->func_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    Py_INCREF(op->func_qualname);
    return op->func_qualname;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value)))
#else
    if (unlikely(value == NULL || !PyString_Check(value)))
#endif
    {
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = op->func_qualname;
    Py_INCREF(value);
    op->func_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure)
{
    PyObject *self;
    self = m->func_closure;
    if (self == NULL)
        self = Py_None;
    Py_INCREF(self);
    return self;
}
static PyObject *
__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    if (unlikely(op->func_dict == NULL)) {
        op->func_dict = PyDict_New();
        if (unlikely(op->func_dict == NULL))
            return NULL;
    }
    Py_INCREF(op->func_dict);
    return op->func_dict;
}
static int
__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value, CYTHON_UNUSED void *context)
{
    PyObject *tmp;
    if (unlikely(value == NULL)) {
        PyErr_SetString(PyExc_TypeError,
               "function's dictionary may not be deleted");
        return -1;
    }
    if (unlikely(!PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
               "setting function's dictionary to a non-dict");
        return -1;
    }
    tmp = op->func_dict;
    Py_INCREF(value);
    op->func_dict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    Py_INCREF(op->func_globals);
    return op->func_globals;
}
static PyObject *
__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    Py_INCREF(Py_None);
    return Py_None;
}
static PyObject *
__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context)
{
    PyObject* result = (op->func_code) ? op->func_code : Py_None;
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) {
    int result = 0;
    PyObject *res = op->defaults_getter((PyObject *) op);
    if (unlikely(!res))
        return -1;
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    op->defaults_tuple = PyTuple_GET_ITEM(res, 0);
    Py_INCREF(op->defaults_tuple);
    op->defaults_kwdict = PyTuple_GET_ITEM(res, 1);
    Py_INCREF(op->defaults_kwdict);
    #else
    op->defaults_tuple = PySequence_ITEM(res, 0);
    if (unlikely(!op->defaults_tuple)) result = -1;
    else {
        op->defaults_kwdict = PySequence_ITEM(res, 1);
        if (unlikely(!op->defaults_kwdict)) result = -1;
    }
    #endif
    Py_DECREF(res);
    return result;
}
static int
__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyTuple_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__defaults__ must be set to a tuple object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_tuple;
    op->defaults_tuple = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) {
    PyObject* result = op->defaults_tuple;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_tuple;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__kwdefaults__ must be set to a dict object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_kwdict;
    op->defaults_kwdict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) {
    PyObject* result = op->defaults_kwdict;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_kwdict;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value, CYTHON_UNUSED void *context) {
    PyObject* tmp;
    if (!value || value == Py_None) {
        value = NULL;
    } else if (!PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__annotations__ must be set to a dict object");
        return -1;
    }
    Py_XINCREF(value);
    tmp = op->func_annotations;
    op->func_annotations = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *context) {
    PyObject* result = op->func_annotations;
    if (unlikely(!result)) {
        result = PyDict_New();
        if (unlikely(!result)) return NULL;
        op->func_annotations = result;
    }
    Py_INCREF(result);
    return result;
}
static PyGetSetDef __pyx_CyFunction_getsets[] = {
    {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
    {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0},
    {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
    {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
    {0, 0, 0, 0, 0}
};
static PyMemberDef __pyx_CyFunction_members[] = {
    {(char *) "__module__", T_OBJECT, offsetof(PyCFunctionObject, m_module), PY_WRITE_RESTRICTED, 0},
    {0, 0, 0,  0, 0}
};
static PyObject *
__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromString(m->func.m_ml->ml_name);
#else
    return PyString_FromString(m->func.m_ml->ml_name);
#endif
}
static PyMethodDef __pyx_CyFunction_methods[] = {
    {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
    {0, 0, 0, 0}
};
#if PY_VERSION_HEX < 0x030500A0
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
#else
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func.m_weakreflist)
#endif
static PyObject *__Pyx_CyFunction_Init(__pyx_CyFunctionObject *op, PyMethodDef *ml, int flags, PyObject* qualname,
                                       PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    if (unlikely(op == NULL))
        return NULL;
    op->flags = flags;
    __Pyx_CyFunction_weakreflist(op) = NULL;
    op->func.m_ml = ml;
    op->func.m_self = (PyObject *) op;
    Py_XINCREF(closure);
    op->func_closure = closure;
    Py_XINCREF(module);
    op->func.m_module = module;
    op->func_dict = NULL;
    op->func_name = NULL;
    Py_INCREF(qualname);
    op->func_qualname = qualname;
    op->func_doc = NULL;
    op->func_classobj = NULL;
    op->func_globals = globals;
    Py_INCREF(op->func_globals);
    Py_XINCREF(code);
    op->func_code = code;
    op->defaults_pyobjects = 0;
    op->defaults_size = 0;
    op->defaults = NULL;
    op->defaults_tuple = NULL;
    op->defaults_kwdict = NULL;
    op->defaults_getter = NULL;
    op->func_annotations = NULL;
    return (PyObject *) op;
}
static int
__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
{
    Py_CLEAR(m->func_closure);
    Py_CLEAR(m->func.m_module);
    Py_CLEAR(m->func_dict);
    Py_CLEAR(m->func_name);
    Py_CLEAR(m->func_qualname);
    Py_CLEAR(m->func_doc);
    Py_CLEAR(m->func_globals);
    Py_CLEAR(m->func_code);
    Py_CLEAR(m->func_classobj);
    Py_CLEAR(m->defaults_tuple);
    Py_CLEAR(m->defaults_kwdict);
    Py_CLEAR(m->func_annotations);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_XDECREF(pydefaults[i]);
        PyObject_Free(m->defaults);
        m->defaults = NULL;
    }
    return 0;
}
static void __Pyx__CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    if (__Pyx_CyFunction_weakreflist(m) != NULL)
        PyObject_ClearWeakRefs((PyObject *) m);
    __Pyx_CyFunction_clear(m);
    PyObject_GC_Del(m);
}
static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    PyObject_GC_UnTrack(m);
    __Pyx__CyFunction_dealloc(m);
}
static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
{
    Py_VISIT(m->func_closure);
    Py_VISIT(m->func.m_module);
    Py_VISIT(m->func_dict);
    Py_VISIT(m->func_name);
    Py_VISIT(m->func_qualname);
    Py_VISIT(m->func_doc);
    Py_VISIT(m->func_globals);
    Py_VISIT(m->func_code);
    Py_VISIT(m->func_classobj);
    Py_VISIT(m->defaults_tuple);
    Py_VISIT(m->defaults_kwdict);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_VISIT(pydefaults[i]);
    }
    return 0;
}
static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type)
{
#if PY_MAJOR_VERSION < 3
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) {
        Py_INCREF(func);
        return func;
    }
    if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) {
        if (type == NULL)
            type = (PyObject *)(Py_TYPE(obj));
        return __Pyx_PyMethod_New(func, type, (PyObject *)(Py_TYPE(type)));
    }
    if (obj == Py_None)
        obj = NULL;
#endif
    return __Pyx_PyMethod_New(func, obj, type);
}
static PyObject*
__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromFormat("<cyfunction %U at %p>",
                                op->func_qualname, (void *)op);
#else
    return PyString_FromFormat("<cyfunction %s at %p>",
                               PyString_AsString(op->func_qualname), (void *)op);
#endif
}
static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) {
    PyCFunctionObject* f = (PyCFunctionObject*)func;
    PyCFunction meth = f->m_ml->ml_meth;
    Py_ssize_t size;
    switch (f->m_ml->ml_flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) {
    case METH_VARARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0))
            return (*meth)(self, arg);
        break;
    case METH_VARARGS | METH_KEYWORDS:
        return (*(PyCFunctionWithKeywords)(void*)meth)(self, arg, kw);
    case METH_NOARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
            size = PyTuple_GET_SIZE(arg);
            if (likely(size == 0))
                return (*meth)(self, NULL);
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    case METH_O:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
            size = PyTuple_GET_SIZE(arg);
            if (likely(size == 1)) {
                PyObject *result, *arg0;
                #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
                arg0 = PyTuple_GET_ITEM(arg, 0);
                #else
                arg0 = PySequence_ITEM(arg, 0); if (unlikely(!arg0)) return NULL;
                #endif
                result = (*meth)(self, arg0);
                #if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
                Py_DECREF(arg0);
                #endif
                return result;
            }
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags in "
                        "__Pyx_CyFunction_Call. METH_OLDARGS is no "
                        "longer supported!");
        return NULL;
    }
    PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
                 f->m_ml->ml_name);
    return NULL;
}
static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    return __Pyx_CyFunction_CallMethod(func, ((PyCFunctionObject*)func)->m_self, arg, kw);
}
static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) {
    PyObject *result;
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
    if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
        Py_ssize_t argc;
        PyObject *new_args;
        PyObject *self;
        argc = PyTuple_GET_SIZE(args);
        new_args = PyTuple_GetSlice(args, 1, argc);
        if (unlikely(!new_args))
            return NULL;
        self = PyTuple_GetItem(args, 0);
        if (unlikely(!self)) {
            Py_DECREF(new_args);
            return NULL;
        }
        result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw);
        Py_DECREF(new_args);
    } else {
        result = __Pyx_CyFunction_Call(func, args, kw);
    }
    return result;
}
static PyTypeObject __pyx_CyFunctionType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "cython_function_or_method",
    sizeof(__pyx_CyFunctionObject),
    0,
    (destructor) __Pyx_CyFunction_dealloc,
    0,
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    (reprfunc) __Pyx_CyFunction_repr,
    0,
    0,
    0,
    0,
    __Pyx_CyFunction_CallAsMethod,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC,
    0,
    (traverseproc) __Pyx_CyFunction_traverse,
    (inquiry) __Pyx_CyFunction_clear,
    0,
#if PY_VERSION_HEX < 0x030500A0
    offsetof(__pyx_CyFunctionObject, func_weakreflist),
#else
    offsetof(PyCFunctionObject, m_weakreflist),
#endif
    0,
    0,
    __pyx_CyFunction_methods,
    __pyx_CyFunction_members,
    __pyx_CyFunction_getsets,
    0,
    0,
    __Pyx_CyFunction_descr_get,
    0,
    offsetof(__pyx_CyFunctionObject, func_dict),
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b1
    0,
#endif
#if PY_VERSION_HEX >= 0x030800b4 && PY_VERSION_HEX < 0x03090000
    0,
#endif
};
static int __pyx_CyFunction_init(void) {
    __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
    if (unlikely(__pyx_CyFunctionType == NULL)) {
        return -1;
    }
    return 0;
}
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults = PyObject_Malloc(size);
    if (unlikely(!m->defaults))
        return PyErr_NoMemory();
    memset(m->defaults, 0, size);
    m->defaults_pyobjects = pyobjects;
    m->defaults_size = size;
    return m->defaults;
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_tuple = tuple;
    Py_INCREF(tuple);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_kwdict = dict;
    Py_INCREF(dict);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->func_annotations = dict;
    Py_INCREF(dict);
}

/* CythonFunction */
static PyObject *__Pyx_CyFunction_New(PyMethodDef *ml, int flags, PyObject* qualname,
                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    PyObject *op = __Pyx_CyFunction_Init(
        PyObject_GC_New(__pyx_CyFunctionObject, __pyx_CyFunctionType),
        ml, flags, qualname, closure, module, globals, code
    );
    if (likely(op)) {
        PyObject_GC_Track(op);
    }
    return op;
}

/* ObjectGetItem */
#if CYTHON_USE_TYPE_SLOTS
static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) {
    PyObject *runerr;
    Py_ssize_t key_value;
    PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence;
    if (unlikely(!(m && m->sq_item))) {
        PyErr_Format(PyExc_TypeError, "'%.200s' object is not subscriptable", Py_TYPE(obj)->tp_name);
        return NULL;
    }
    key_value = __Pyx_PyIndex_AsSsize_t(index);
    if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) {
        return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1);
    }
    if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) {
        PyErr_Clear();
        PyErr_Format(PyExc_IndexError, "cannot fit '%.200s' into an index-sized integer", Py_TYPE(index)->tp_name);
    }
    return NULL;
}
static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key) {
    PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping;
    if (likely(m && m->mp_subscript)) {
        return m->mp_subscript(obj, key);
    }
    return __Pyx_PyObject_GetIndex(obj, key);
}
#endif

/* DictGetItem */
#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) {
    PyObject *value;
    value = PyDict_GetItemWithError(d, key);
    if (unlikely(!value)) {
        if (!PyErr_Occurred()) {
            if (unlikely(PyTuple_Check(key))) {
                PyObject* args = PyTuple_Pack(1, key);
                if (likely(args)) {
                    PyErr_SetObject(PyExc_KeyError, args);
                    Py_DECREF(args);
                }
            } else {
                PyErr_SetObject(PyExc_KeyError, key);
            }
        }
        return NULL;
    }
    Py_INCREF(value);
    return value;
}
#endif

/* GetAttr */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
#if CYTHON_USE_TYPE_SLOTS
#if PY_MAJOR_VERSION >= 3
    if (likely(PyUnicode_Check(n)))
#else
    if (likely(PyString_Check(n)))
#endif
        return __Pyx_PyObject_GetAttrStr(o, n);
#endif
    return PyObject_GetAttr(o, n);
}

/* HasAttr */
static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) {
    PyObject *r;
    if (unlikely(!__Pyx_PyBaseString_Check(n))) {
        PyErr_SetString(PyExc_TypeError,
                        "hasattr(): attribute name must be string");
        return -1;
    }
    r = __Pyx_GetAttr(o, n);
    if (unlikely(!r)) {
        PyErr_Clear();
        return 0;
    } else {
        Py_DECREF(r);
        return 1;
    }
}

/* PyObjectGetMethod */
static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObject **method) {
    PyObject *attr;
#if CYTHON_UNPACK_METHODS && CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_PYTYPE_LOOKUP
    PyTypeObject *tp = Py_TYPE(obj);
    PyObject *descr;
    descrgetfunc f = NULL;
    PyObject **dictptr, *dict;
    int meth_found = 0;
    assert (*method == NULL);
    if (unlikely(tp->tp_getattro != PyObject_GenericGetAttr)) {
        attr = __Pyx_PyObject_GetAttrStr(obj, name);
        goto try_unpack;
    }
    if (unlikely(tp->tp_dict == NULL) && unlikely(PyType_Ready(tp) < 0)) {
        return 0;
    }
    descr = _PyType_Lookup(tp, name);
    if (likely(descr != NULL)) {
        Py_INCREF(descr);
#if PY_MAJOR_VERSION >= 3
        #ifdef __Pyx_CyFunction_USED
        if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type) || __Pyx_CyFunction_Check(descr)))
        #else
        if (likely(PyFunction_Check(descr) || (Py_TYPE(descr) == &PyMethodDescr_Type)))
        #endif
#else
        #ifdef __Pyx_CyFunction_USED
        if (likely(PyFunction_Check(descr) || __Pyx_CyFunction_Check(descr)))
        #else
        if (likely(PyFunction_Check(descr)))
        #endif
#endif
        {
            meth_found = 1;
        } else {
            f = Py_TYPE(descr)->tp_descr_get;
            if (f != NULL && PyDescr_IsData(descr)) {
                attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
                Py_DECREF(descr);
                goto try_unpack;
            }
        }
    }
    dictptr = _PyObject_GetDictPtr(obj);
    if (dictptr != NULL && (dict = *dictptr) != NULL) {
        Py_INCREF(dict);
        attr = __Pyx_PyDict_GetItemStr(dict, name);
        if (attr != NULL) {
            Py_INCREF(attr);
            Py_DECREF(dict);
            Py_XDECREF(descr);
            goto try_unpack;
        }
        Py_DECREF(dict);
    }
    if (meth_found) {
        *method = descr;
        return 1;
    }
    if (f != NULL) {
        attr = f(descr, obj, (PyObject *)Py_TYPE(obj));
        Py_DECREF(descr);
        goto try_unpack;
    }
    if (descr != NULL) {
        *method = descr;
        return 0;
    }
    PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
                 "'%.50s' object has no attribute '%U'",
                 tp->tp_name, name);
#else
                 "'%.50s' object has no attribute '%.400s'",
                 tp->tp_name, PyString_AS_STRING(name));
#endif
    return 0;
#else
    attr = __Pyx_PyObject_GetAttrStr(obj, name);
    goto try_unpack;
#endif
try_unpack:
#if CYTHON_UNPACK_METHODS
    if (likely(attr) && PyMethod_Check(attr) && likely(PyMethod_GET_SELF(attr) == obj)) {
        PyObject *function = PyMethod_GET_FUNCTION(attr);
        Py_INCREF(function);
        Py_DECREF(attr);
        *method = function;
        return 1;
    }
#endif
    *method = attr;
    return 0;
}

/* PyObjectCallMethod0 */
static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) {
    PyObject *method = NULL, *result = NULL;
    int is_method = __Pyx_PyObject_GetMethod(obj, method_name, &method);
    if (likely(is_method)) {
        result = __Pyx_PyObject_CallOneArg(method, obj);
        Py_DECREF(method);
        return result;
    }
    if (unlikely(!method)) goto bad;
    result = __Pyx_PyObject_CallNoArg(method);
    Py_DECREF(method);
bad:
    return result;
}

/* RaiseNoneIterError */
static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
}

/* UnpackTupleError */
static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) {
    if (t == Py_None) {
      __Pyx_RaiseNoneNotIterableError();
    } else if (PyTuple_GET_SIZE(t) < index) {
      __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t));
    } else {
      __Pyx_RaiseTooManyValuesError(index);
    }
}

/* UnpackTuple2 */
static CYTHON_INLINE int __Pyx_unpack_tuple2_exact(
        PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, int decref_tuple) {
    PyObject *value1 = NULL, *value2 = NULL;
#if CYTHON_COMPILING_IN_PYPY
    value1 = PySequence_ITEM(tuple, 0);  if (unlikely(!value1)) goto bad;
    value2 = PySequence_ITEM(tuple, 1);  if (unlikely(!value2)) goto bad;
#else
    value1 = PyTuple_GET_ITEM(tuple, 0);  Py_INCREF(value1);
    value2 = PyTuple_GET_ITEM(tuple, 1);  Py_INCREF(value2);
#endif
    if (decref_tuple) {
        Py_DECREF(tuple);
    }
    *pvalue1 = value1;
    *pvalue2 = value2;
    return 0;
#if CYTHON_COMPILING_IN_PYPY
bad:
    Py_XDECREF(value1);
    Py_XDECREF(value2);
    if (decref_tuple) { Py_XDECREF(tuple); }
    return -1;
#endif
}
static int __Pyx_unpack_tuple2_generic(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2,
                                       int has_known_size, int decref_tuple) {
    Py_ssize_t index;
    PyObject *value1 = NULL, *value2 = NULL, *iter = NULL;
    iternextfunc iternext;
    iter = PyObject_GetIter(tuple);
    if (unlikely(!iter)) goto bad;
    if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; }
    iternext = Py_TYPE(iter)->tp_iternext;
    value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; }
    value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; }
    if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad;
    Py_DECREF(iter);
    *pvalue1 = value1;
    *pvalue2 = value2;
    return 0;
unpacking_failed:
    if (!has_known_size && __Pyx_IterFinish() == 0)
        __Pyx_RaiseNeedMoreValuesError(index);
bad:
    Py_XDECREF(iter);
    Py_XDECREF(value1);
    Py_XDECREF(value2);
    if (decref_tuple) { Py_XDECREF(tuple); }
    return -1;
}

/* dict_iter */
static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name,
                                                   Py_ssize_t* p_orig_length, int* p_source_is_dict) {
    is_dict = is_dict || likely(PyDict_CheckExact(iterable));
    *p_source_is_dict = is_dict;
    if (is_dict) {
#if !CYTHON_COMPILING_IN_PYPY
        *p_orig_length = PyDict_Size(iterable);
        Py_INCREF(iterable);
        return iterable;
#elif PY_MAJOR_VERSION >= 3
        static PyObject *py_items = NULL, *py_keys = NULL, *py_values = NULL;
        PyObject **pp = NULL;
        if (method_name) {
            const char *name = PyUnicode_AsUTF8(method_name);
            if (strcmp(name, "iteritems") == 0) pp = &py_items;
            else if (strcmp(name, "iterkeys") == 0) pp = &py_keys;
            else if (strcmp(name, "itervalues") == 0) pp = &py_values;
            if (pp) {
                if (!*pp) {
                    *pp = PyUnicode_FromString(name + 4);
                    if (!*pp)
                        return NULL;
                }
                method_name = *pp;
            }
        }
#endif
    }
    *p_orig_length = 0;
    if (method_name) {
        PyObject* iter;
        iterable = __Pyx_PyObject_CallMethod0(iterable, method_name);
        if (!iterable)
            return NULL;
#if !CYTHON_COMPILING_IN_PYPY
        if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable))
            return iterable;
#endif
        iter = PyObject_GetIter(iterable);
        Py_DECREF(iterable);
        return iter;
    }
    return PyObject_GetIter(iterable);
}
static CYTHON_INLINE int __Pyx_dict_iter_next(
        PyObject* iter_obj, CYTHON_NCP_UNUSED Py_ssize_t orig_length, CYTHON_NCP_UNUSED Py_ssize_t* ppos,
        PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) {
    PyObject* next_item;
#if !CYTHON_COMPILING_IN_PYPY
    if (source_is_dict) {
        PyObject *key, *value;
        if (unlikely(orig_length != PyDict_Size(iter_obj))) {
            PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration");
            return -1;
        }
        if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) {
            return 0;
        }
        if (pitem) {
            PyObject* tuple = PyTuple_New(2);
            if (unlikely(!tuple)) {
                return -1;
            }
            Py_INCREF(key);
            Py_INCREF(value);
            PyTuple_SET_ITEM(tuple, 0, key);
            PyTuple_SET_ITEM(tuple, 1, value);
            *pitem = tuple;
        } else {
            if (pkey) {
                Py_INCREF(key);
                *pkey = key;
            }
            if (pvalue) {
                Py_INCREF(value);
                *pvalue = value;
            }
        }
        return 1;
    } else if (PyTuple_CheckExact(iter_obj)) {
        Py_ssize_t pos = *ppos;
        if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0;
        *ppos = pos + 1;
        next_item = PyTuple_GET_ITEM(iter_obj, pos);
        Py_INCREF(next_item);
    } else if (PyList_CheckExact(iter_obj)) {
        Py_ssize_t pos = *ppos;
        if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0;
        *ppos = pos + 1;
        next_item = PyList_GET_ITEM(iter_obj, pos);
        Py_INCREF(next_item);
    } else
#endif
    {
        next_item = PyIter_Next(iter_obj);
        if (unlikely(!next_item)) {
            return __Pyx_IterFinish();
        }
    }
    if (pitem) {
        *pitem = next_item;
    } else if (pkey && pvalue) {
        if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1))
            return -1;
    } else if (pkey) {
        *pkey = next_item;
    } else {
        *pvalue = next_item;
    }
    return 1;
}

/* PyIntBinop */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_SubtractObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) {
    (void)inplace;
    (void)zerodivision_check;
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long x;
        long a = PyInt_AS_LONG(op1);
            x = (long)((unsigned long)a - b);
            if (likely((x^a) >= 0 || (x^~b) >= 0))
                return PyInt_FromLong(x);
            return PyLong_Type.tp_as_number->nb_subtract(op1, op2);
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG llb = intval;
        PY_LONG_LONG lla, llx;
#endif
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op1);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            a = likely(size) ? digits[0] : 0;
            if (size == -1) a = -a;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                default: return PyLong_Type.tp_as_number->nb_subtract(op1, op2);
            }
        }
                x = a - b;
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                llx = lla - llb;
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
            double result;
            PyFPE_START_PROTECT("subtract", return NULL)
            result = ((double)a) - (double)b;
            PyFPE_END_PROTECT(result)
            return PyFloat_FromDouble(result);
    }
    return (inplace ? PyNumber_InPlaceSubtract : PyNumber_Subtract)(op1, op2);
}
#endif

/* PyObjectFormat */
#if CYTHON_USE_UNICODE_WRITER
static PyObject* __Pyx_PyObject_Format(PyObject* obj, PyObject* format_spec) {
    int ret;
    _PyUnicodeWriter writer;
    if (likely(PyFloat_CheckExact(obj))) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x03040000
        _PyUnicodeWriter_Init(&writer, 0);
#else
        _PyUnicodeWriter_Init(&writer);
#endif
        ret = _PyFloat_FormatAdvancedWriter(
            &writer,
            obj,
            format_spec, 0, PyUnicode_GET_LENGTH(format_spec));
    } else if (likely(PyLong_CheckExact(obj))) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x03040000
        _PyUnicodeWriter_Init(&writer, 0);
#else
        _PyUnicodeWriter_Init(&writer);
#endif
        ret = _PyLong_FormatAdvancedWriter(
            &writer,
            obj,
            format_spec, 0, PyUnicode_GET_LENGTH(format_spec));
    } else {
        return PyObject_Format(obj, format_spec);
    }
    if (unlikely(ret == -1)) {
        _PyUnicodeWriter_Dealloc(&writer);
        return NULL;
    }
    return _PyUnicodeWriter_Finish(&writer);
}
#endif

/* decode_c_bytes */
static CYTHON_INLINE PyObject* __Pyx_decode_c_bytes(
         const char* cstring, Py_ssize_t length, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) {
    if (unlikely((start < 0) | (stop < 0))) {
        if (start < 0) {
            start += length;
            if (start < 0)
                start = 0;
        }
        if (stop < 0)
            stop += length;
    }
    if (stop > length)
        stop = length;
    if (unlikely(stop <= start))
        return __Pyx_NewRef(__pyx_empty_unicode);
    length = stop - start;
    cstring += start;
    if (decode_func) {
        return decode_func(cstring, length, errors);
    } else {
        return PyUnicode_Decode(cstring, length, encoding, errors);
    }
}

/* CIntToPyUnicode */
#ifdef _MSC_VER
    #ifndef _MSC_STDINT_H_
        #if _MSC_VER < 1300
           typedef unsigned short    uint16_t;
        #else
           typedef unsigned __int16  uint16_t;
        #endif
    #endif
#else
   #include <stdint.h>
#endif
#if defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
#define GCC_DIAGNOSTIC
#endif
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_From_Py_ssize_t(Py_ssize_t value, Py_ssize_t width, char padding_char, char format_char) {
    char digits[sizeof(Py_ssize_t)*3+2];
    char *dpos, *end = digits + sizeof(Py_ssize_t)*3+2;
    const char *hex_digits = DIGITS_HEX;
    Py_ssize_t length, ulength;
    int prepend_sign, last_one_off;
    Py_ssize_t remaining;
#ifdef GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const Py_ssize_t neg_one = (Py_ssize_t) -1, const_zero = (Py_ssize_t) 0;
#ifdef GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (format_char == 'X') {
        hex_digits += 16;
        format_char = 'x';
    }
    remaining = value;
    last_one_off = 0;
    dpos = end;
    do {
        int digit_pos;
        switch (format_char) {
        case 'o':
            digit_pos = abs((int)(remaining % (8*8)));
            remaining = (Py_ssize_t) (remaining / (8*8));
            dpos -= 2;
            *(uint16_t*)dpos = ((const uint16_t*)DIGIT_PAIRS_8)[digit_pos];
            last_one_off = (digit_pos < 8);
            break;
        case 'd':
            digit_pos = abs((int)(remaining % (10*10)));
            remaining = (Py_ssize_t) (remaining / (10*10));
            dpos -= 2;
            *(uint16_t*)dpos = ((const uint16_t*)DIGIT_PAIRS_10)[digit_pos];
            last_one_off = (digit_pos < 10);
            break;
        case 'x':
            *(--dpos) = hex_digits[abs((int)(remaining % 16))];
            remaining = (Py_ssize_t) (remaining / 16);
            break;
        default:
            assert(0);
            break;
        }
    } while (unlikely(remaining != 0));
    if (last_one_off) {
        assert(*dpos == '0');
        dpos++;
    }
    length = end - dpos;
    ulength = length;
    prepend_sign = 0;
    if (!is_unsigned && value <= neg_one) {
        if (padding_char == ' ' || width <= length + 1) {
            *(--dpos) = '-';
            ++length;
        } else {
            prepend_sign = 1;
        }
        ++ulength;
    }
    if (width > ulength) {
        ulength = width;
    }
    if (ulength == 1) {
        return PyUnicode_FromOrdinal(*dpos);
    }
    return __Pyx_PyUnicode_BuildFromAscii(ulength, dpos, (int) length, prepend_sign, padding_char);
}

/* unicode_tailmatch */
static int __Pyx_PyUnicode_TailmatchTuple(PyObject* s, PyObject* substrings,
                                          Py_ssize_t start, Py_ssize_t end, int direction) {
    Py_ssize_t i, count = PyTuple_GET_SIZE(substrings);
    for (i = 0; i < count; i++) {
        Py_ssize_t result;
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        result = PyUnicode_Tailmatch(s, PyTuple_GET_ITEM(substrings, i),
                                     start, end, direction);
#else
        PyObject* sub = PySequence_ITEM(substrings, i);
        if (unlikely(!sub)) return -1;
        result = PyUnicode_Tailmatch(s, sub, start, end, direction);
        Py_DECREF(sub);
#endif
        if (result) {
            return (int) result;
        }
    }
    return 0;
}
static int __Pyx_PyUnicode_Tailmatch(PyObject* s, PyObject* substr,
                                     Py_ssize_t start, Py_ssize_t end, int direction) {
    if (unlikely(PyTuple_Check(substr))) {
        return __Pyx_PyUnicode_TailmatchTuple(s, substr, start, end, direction);
    }
    return (int) PyUnicode_Tailmatch(s, substr, start, end, direction);
}

/* PyIntBinop */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) {
    (void)inplace;
    (void)zerodivision_check;
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long x;
        long a = PyInt_AS_LONG(op1);
            x = (long)((unsigned long)a + b);
            if (likely((x^a) >= 0 || (x^b) >= 0))
                return PyInt_FromLong(x);
            return PyLong_Type.tp_as_number->nb_add(op1, op2);
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG llb = intval;
        PY_LONG_LONG lla, llx;
#endif
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op1);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            a = likely(size) ? digits[0] : 0;
            if (size == -1) a = -a;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                    CYTHON_FALLTHROUGH;
                default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
            }
        }
                x = a + b;
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                llx = lla + llb;
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
            double result;
            PyFPE_START_PROTECT("add", return NULL)
            result = ((double)a) + (double)b;
            PyFPE_END_PROTECT(result)
            return PyFloat_FromDouble(result);
    }
    return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
}
#endif

/* IsLittleEndian */
static CYTHON_INLINE int __Pyx_Is_Little_Endian(void)
{
  union {
    uint32_t u32;
    uint8_t u8[4];
  } S;
  S.u32 = 0x01020304;
  return S.u8[0] == 4;
}

/* BufferFormatCheck */
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              __Pyx_TypeInfo* type) {
  stack[0].field = &ctx->root;
  stack[0].parent_offset = 0;
  ctx->root.type = type;
  ctx->root.name = "buffer dtype";
  ctx->root.offset = 0;
  ctx->head = stack;
  ctx->head->field = &ctx->root;
  ctx->fmt_offset = 0;
  ctx->head->parent_offset = 0;
  ctx->new_packmode = '@';
  ctx->enc_packmode = '@';
  ctx->new_count = 1;
  ctx->enc_count = 0;
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  ctx->is_valid_array = 0;
  ctx->struct_alignment = 0;
  while (type->typegroup == 'S') {
    ++ctx->head;
    ctx->head->field = type->fields;
    ctx->head->parent_offset = 0;
    type = type->fields->type;
  }
}
static int __Pyx_BufFmt_ParseNumber(const char** ts) {
    int count;
    const char* t = *ts;
    if (*t < '0' || *t > '9') {
      return -1;
    } else {
        count = *t++ - '0';
        while (*t >= '0' && *t <= '9') {
            count *= 10;
            count += *t++ - '0';
        }
    }
    *ts = t;
    return count;
}
static int __Pyx_BufFmt_ExpectNumber(const char **ts) {
    int number = __Pyx_BufFmt_ParseNumber(ts);
    if (number == -1)
        PyErr_Format(PyExc_ValueError,\
                     "Does not understand character buffer dtype format string ('%c')", **ts);
    return number;
}
static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) {
  PyErr_Format(PyExc_ValueError,
               "Unexpected format string character: '%c'", ch);
}
static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) {
  switch (ch) {
    case '?': return "'bool'";
    case 'c': return "'char'";
    case 'b': return "'signed char'";
    case 'B': return "'unsigned char'";
    case 'h': return "'short'";
    case 'H': return "'unsigned short'";
    case 'i': return "'int'";
    case 'I': return "'unsigned int'";
    case 'l': return "'long'";
    case 'L': return "'unsigned long'";
    case 'q': return "'long long'";
    case 'Q': return "'unsigned long long'";
    case 'f': return (is_complex ? "'complex float'" : "'float'");
    case 'd': return (is_complex ? "'complex double'" : "'double'");
    case 'g': return (is_complex ? "'complex long double'" : "'long double'");
    case 'T': return "a struct";
    case 'O': return "Python object";
    case 'P': return "a pointer";
    case 's': case 'p': return "a string";
    case 0: return "end";
    default: return "unparseable format string";
  }
}
static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return 2;
    case 'i': case 'I': case 'l': case 'L': return 4;
    case 'q': case 'Q': return 8;
    case 'f': return (is_complex ? 8 : 4);
    case 'd': return (is_complex ? 16 : 8);
    case 'g': {
      PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g')..");
      return 0;
    }
    case 'O': case 'P': return sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(short);
    case 'i': case 'I': return sizeof(int);
    case 'l': case 'L': return sizeof(long);
    #ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(PY_LONG_LONG);
    #endif
    case 'f': return sizeof(float) * (is_complex ? 2 : 1);
    case 'd': return sizeof(double) * (is_complex ? 2 : 1);
    case 'g': return sizeof(long double) * (is_complex ? 2 : 1);
    case 'O': case 'P': return sizeof(void*);
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
typedef struct { char c; short x; } __Pyx_st_short;
typedef struct { char c; int x; } __Pyx_st_int;
typedef struct { char c; long x; } __Pyx_st_long;
typedef struct { char c; float x; } __Pyx_st_float;
typedef struct { char c; double x; } __Pyx_st_double;
typedef struct { char c; long double x; } __Pyx_st_longdouble;
typedef struct { char c; void *x; } __Pyx_st_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, CYTHON_UNUSED int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_st_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_st_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
/* These are for computing the padding at the end of the struct to align
   on the first member of the struct. This will probably the same as above,
   but we don't have any guarantees.
 */
typedef struct { short x; char c; } __Pyx_pad_short;
typedef struct { int x; char c; } __Pyx_pad_int;
typedef struct { long x; char c; } __Pyx_pad_long;
typedef struct { float x; char c; } __Pyx_pad_float;
typedef struct { double x; char c; } __Pyx_pad_double;
typedef struct { long double x; char c; } __Pyx_pad_longdouble;
typedef struct { void *x; char c; } __Pyx_pad_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, CYTHON_UNUSED int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_pad_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_pad_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) {
  switch (ch) {
    case 'c':
        return 'H';
    case 'b': case 'h': case 'i':
    case 'l': case 'q': case 's': case 'p':
        return 'I';
    case '?': case 'B': case 'H': case 'I': case 'L': case 'Q':
        return 'U';
    case 'f': case 'd': case 'g':
        return (is_complex ? 'C' : 'R');
    case 'O':
        return 'O';
    case 'P':
        return 'P';
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) {
  if (ctx->head == NULL || ctx->head->field == &ctx->root) {
    const char* expected;
    const char* quote;
    if (ctx->head == NULL) {
      expected = "end";
      quote = "";
    } else {
      expected = ctx->head->field->type->name;
      quote = "'";
    }
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected %s%s%s but got %s",
                 quote, expected, quote,
                 __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex));
  } else {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_StructField* parent = (ctx->head - 1)->field;
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'",
                 field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex),
                 parent->type->name, field->name);
  }
}
static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) {
  char group;
  size_t size, offset, arraysize = 1;
  if (ctx->enc_type == 0) return 0;
  if (ctx->head->field->type->arraysize[0]) {
    int i, ndim = 0;
    if (ctx->enc_type == 's' || ctx->enc_type == 'p') {
        ctx->is_valid_array = ctx->head->field->type->ndim == 1;
        ndim = 1;
        if (ctx->enc_count != ctx->head->field->type->arraysize[0]) {
            PyErr_Format(PyExc_ValueError,
                         "Expected a dimension of size %zu, got %zu",
                         ctx->head->field->type->arraysize[0], ctx->enc_count);
            return -1;
        }
    }
    if (!ctx->is_valid_array) {
      PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d",
                   ctx->head->field->type->ndim, ndim);
      return -1;
    }
    for (i = 0; i < ctx->head->field->type->ndim; i++) {
      arraysize *= ctx->head->field->type->arraysize[i];
    }
    ctx->is_valid_array = 0;
    ctx->enc_count = 1;
  }
  group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex);
  do {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_TypeInfo* type = field->type;
    if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') {
      size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
    } else {
      size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
    }
    if (ctx->enc_packmode == '@') {
      size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
      size_t align_mod_offset;
      if (align_at == 0) return -1;
      align_mod_offset = ctx->fmt_offset % align_at;
      if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset;
      if (ctx->struct_alignment == 0)
          ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type,
                                                                 ctx->is_complex);
    }
    if (type->size != size || type->typegroup != group) {
      if (type->typegroup == 'C' && type->fields != NULL) {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        ++ctx->head;
        ctx->head->field = type->fields;
        ctx->head->parent_offset = parent_offset;
        continue;
      }
      if ((type->typegroup == 'H' || group == 'H') && type->size == size) {
      } else {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
      }
    }
    offset = ctx->head->parent_offset + field->offset;
    if (ctx->fmt_offset != offset) {
      PyErr_Format(PyExc_ValueError,
                   "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected",
                   (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset);
      return -1;
    }
    ctx->fmt_offset += size;
    if (arraysize)
      ctx->fmt_offset += (arraysize - 1) * size;
    --ctx->enc_count;
    while (1) {
      if (field == &ctx->root) {
        ctx->head = NULL;
        if (ctx->enc_count != 0) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
        }
        break;
      }
      ctx->head->field = ++field;
      if (field->type == NULL) {
        --ctx->head;
        field = ctx->head->field;
        continue;
      } else if (field->type->typegroup == 'S') {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        if (field->type->fields->type == NULL) continue;
        field = field->type->fields;
        ++ctx->head;
        ctx->head->field = field;
        ctx->head->parent_offset = parent_offset;
        break;
      } else {
        break;
      }
    }
  } while (ctx->enc_count);
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  return 0;
}
static PyObject *
__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp)
{
    const char *ts = *tsp;
    int i = 0, number, ndim;
    ++ts;
    if (ctx->new_count != 1) {
        PyErr_SetString(PyExc_ValueError,
                        "Cannot handle repeated arrays in format string");
        return NULL;
    }
    if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
    ndim = ctx->head->field->type->ndim;
    while (*ts && *ts != ')') {
        switch (*ts) {
            case ' ': case '\f': case '\r': case '\n': case '\t': case '\v':  continue;
            default:  break;
        }
        number = __Pyx_BufFmt_ExpectNumber(&ts);
        if (number == -1) return NULL;
        if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i])
            return PyErr_Format(PyExc_ValueError,
                        "Expected a dimension of size %zu, got %d",
                        ctx->head->field->type->arraysize[i], number);
        if (*ts != ',' && *ts != ')')
            return PyErr_Format(PyExc_ValueError,
                                "Expected a comma in format string, got '%c'", *ts);
        if (*ts == ',') ts++;
        i++;
    }
    if (i != ndim)
        return PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
                            ctx->head->field->type->ndim, i);
    if (!*ts) {
        PyErr_SetString(PyExc_ValueError,
                        "Unexpected end of format string, expected ')'");
        return NULL;
    }
    ctx->is_valid_array = 1;
    ctx->new_count = 1;
    *tsp = ++ts;
    return Py_None;
}
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
  int got_Z = 0;
  while (1) {
    switch(*ts) {
      case 0:
        if (ctx->enc_type != 0 && ctx->head == NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        if (ctx->head != NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        return ts;
      case ' ':
      case '\r':
      case '\n':
        ++ts;
        break;
      case '<':
        if (!__Pyx_Is_Little_Endian()) {
          PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '>':
      case '!':
        if (__Pyx_Is_Little_Endian()) {
          PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '=':
      case '@':
      case '^':
        ctx->new_packmode = *ts++;
        break;
      case 'T':
        {
          const char* ts_after_sub;
          size_t i, struct_count = ctx->new_count;
          size_t struct_alignment = ctx->struct_alignment;
          ctx->new_count = 1;
          ++ts;
          if (*ts != '{') {
            PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'");
            return NULL;
          }
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0;
          ctx->enc_count = 0;
          ctx->struct_alignment = 0;
          ++ts;
          ts_after_sub = ts;
          for (i = 0; i != struct_count; ++i) {
            ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts);
            if (!ts_after_sub) return NULL;
          }
          ts = ts_after_sub;
          if (struct_alignment) ctx->struct_alignment = struct_alignment;
        }
        break;
      case '}':
        {
          size_t alignment = ctx->struct_alignment;
          ++ts;
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0;
          if (alignment && ctx->fmt_offset % alignment) {
            ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment);
          }
        }
        return ts;
      case 'x':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->fmt_offset += ctx->new_count;
        ctx->new_count = 1;
        ctx->enc_count = 0;
        ctx->enc_type = 0;
        ctx->enc_packmode = ctx->new_packmode;
        ++ts;
        break;
      case 'Z':
        got_Z = 1;
        ++ts;
        if (*ts != 'f' && *ts != 'd' && *ts != 'g') {
          __Pyx_BufFmt_RaiseUnexpectedChar('Z');
          return NULL;
        }
        CYTHON_FALLTHROUGH;
      case '?': case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I':
      case 'l': case 'L': case 'q': case 'Q':
      case 'f': case 'd': case 'g':
      case 'O': case 'p':
        if ((ctx->enc_type == *ts) && (got_Z == ctx->is_complex) &&
            (ctx->enc_packmode == ctx->new_packmode) && (!ctx->is_valid_array)) {
          ctx->enc_count += ctx->new_count;
          ctx->new_count = 1;
          got_Z = 0;
          ++ts;
          break;
        }
        CYTHON_FALLTHROUGH;
      case 's':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->enc_count = ctx->new_count;
        ctx->enc_packmode = ctx->new_packmode;
        ctx->enc_type = *ts;
        ctx->is_complex = got_Z;
        ++ts;
        ctx->new_count = 1;
        got_Z = 0;
        break;
      case ':':
        ++ts;
        while(*ts != ':') ++ts;
        ++ts;
        break;
      case '(':
        if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL;
        break;
      default:
        {
          int number = __Pyx_BufFmt_ExpectNumber(&ts);
          if (number == -1) return NULL;
          ctx->new_count = (size_t)number;
        }
    }
  }
}

/* BufferGetAndValidate */
  static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
  if (unlikely(info->buf == NULL)) return;
  if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
  __Pyx_ReleaseBuffer(info);
}
static void __Pyx_ZeroBuffer(Py_buffer* buf) {
  buf->buf = NULL;
  buf->obj = NULL;
  buf->strides = __Pyx_zeros;
  buf->shape = __Pyx_zeros;
  buf->suboffsets = __Pyx_minusones;
}
static int __Pyx__GetBufferAndValidate(
        Py_buffer* buf, PyObject* obj,  __Pyx_TypeInfo* dtype, int flags,
        int nd, int cast, __Pyx_BufFmt_StackElem* stack)
{
  buf->buf = NULL;
  if (unlikely(__Pyx_GetBuffer(obj, buf, flags) == -1)) {
    __Pyx_ZeroBuffer(buf);
    return -1;
  }
  if (unlikely(buf->ndim != nd)) {
    PyErr_Format(PyExc_ValueError,
                 "Buffer has wrong number of dimensions (expected %d, got %d)",
                 nd, buf->ndim);
    goto fail;
  }
  if (!cast) {
    __Pyx_BufFmt_Context ctx;
    __Pyx_BufFmt_Init(&ctx, stack, dtype);
    if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
  }
  if (unlikely((size_t)buf->itemsize != dtype->size)) {
    PyErr_Format(PyExc_ValueError,
      "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)",
      buf->itemsize, (buf->itemsize > 1) ? "s" : "",
      dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : "");
    goto fail;
  }
  if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones;
  return 0;
fail:;
  __Pyx_SafeReleaseBuffer(buf);
  return -1;
}

/* BufferIndexError */
  static void __Pyx_RaiseBufferIndexError(int axis) {
  PyErr_Format(PyExc_IndexError,
     "Out of bounds on buffer access (axis %d)", axis);
}

/* BufferFallbackError */
  static void __Pyx_RaiseBufferFallbackError(void) {
  PyErr_SetString(PyExc_ValueError,
     "Buffer acquisition failed on assignment; and then reacquiring the old buffer failed too!");
}

/* PyErrExceptionMatches */
  #if CYTHON_FAST_THREAD_STATE
static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
    Py_ssize_t i, n;
    n = PyTuple_GET_SIZE(tuple);
#if PY_MAJOR_VERSION >= 3
    for (i=0; i<n; i++) {
        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
    }
#endif
    for (i=0; i<n; i++) {
        if (__Pyx_PyErr_GivenExceptionMatches(exc_type, PyTuple_GET_ITEM(tuple, i))) return 1;
    }
    return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) {
    PyObject *exc_type = tstate->curexc_type;
    if (exc_type == err) return 1;
    if (unlikely(!exc_type)) return 0;
    if (unlikely(PyTuple_Check(err)))
        return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err);
    return __Pyx_PyErr_GivenExceptionMatches(exc_type, err);
}
#endif

/* GetAttr3 */
  static PyObject *__Pyx_GetAttr3Default(PyObject *d) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        return NULL;
    __Pyx_PyErr_Clear();
    Py_INCREF(d);
    return d;
}
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r = __Pyx_GetAttr(o, n);
    return (likely(r)) ? r : __Pyx_GetAttr3Default(d);
}

/* CIntToPyUnicode */
  #ifdef _MSC_VER
    #ifndef _MSC_STDINT_H_
        #if _MSC_VER < 1300
           typedef unsigned short    uint16_t;
        #else
           typedef unsigned __int16  uint16_t;
        #endif
    #endif
#else
   #include <stdint.h>
#endif
#if defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6))
#define GCC_DIAGNOSTIC
#endif
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_From_int(int value, Py_ssize_t width, char padding_char, char format_char) {
    char digits[sizeof(int)*3+2];
    char *dpos, *end = digits + sizeof(int)*3+2;
    const char *hex_digits = DIGITS_HEX;
    Py_ssize_t length, ulength;
    int prepend_sign, last_one_off;
    int remaining;
#ifdef GCC_DIAGNOSTIC
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wconversion"
#endif
    const int neg_one = (int) -1, const_zero = (int) 0;
#ifdef GCC_DIAGNOSTIC
#pragma GCC diagnostic pop
#endif
    const int is_unsigned = neg_one > const_zero;
    if (format_char == 'X') {
        hex_digits += 16;
        format_char = 'x';
    }
    remaining = value;
    last_one_off = 0;
    dpos = end;
    do {
        int digit_pos;
        switch (format_char) {
        case 'o':
            digit_pos = abs((int)(remaining % (8*8)));
            remaining = (int) (remaining / (8*8));
            dpos -= 2;
            *(uint16_t*)dpos = ((const uint16_t*)DIGIT_PAIRS_8)[digit_pos];
            last_one_off = (digit_pos < 8);
            break;
        case 'd':
            digit_pos = abs((int)(remaining % (10*10)));
            remaining = (int) (remaining / (10*10));
            dpos -= 2;
            *(uint16_t*)dpos = ((const uint16_t*)DIGIT_PAIRS_10)[digit_pos];
            last_one_off = (digit_pos < 10);
            break;
        case 'x':
            *(--dpos) = hex_digits[abs((int)(remaining % 16))];
            remaining = (int) (remaining / 16);
            break;
        default:
            assert(0);
            break;
        }
    } while (unlikely(remaining != 0));
    if (last_one_off) {
        assert(*dpos == '0');
        dpos++;
    }
    length = end - dpos;
    ulength = length;
    prepend_sign = 0;
    if (!is_unsigned && value <= neg_one) {
        if (padding_char == ' ' || width <= length + 1) {
            *(--dpos) = '-';
            ++length;
        } else {
            prepend_sign = 1;
        }
        ++ulength;
    }
    if (width > ulength) {
        ulength = width;
    }
    if (ulength == 1) {
        return PyUnicode_FromOrdinal(*dpos);
    }
    return __Pyx_PyUnicode_BuildFromAscii(ulength, dpos, (int) length, prepend_sign, padding_char);
}

/* None */
  static CYTHON_INLINE Py_ssize_t __Pyx_mod_Py_ssize_t(Py_ssize_t a, Py_ssize_t b) {
    Py_ssize_t r = a % b;
    r += ((r != 0) & ((r ^ b) < 0)) * b;
    return r;
}

/* None */
  static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t a, Py_ssize_t b) {
    Py_ssize_t q = a / b;
    Py_ssize_t r = a - q*b;
    q -= ((r != 0) & ((r ^ b) < 0));
    return q;
}

/* GetTopmostException */
  #if CYTHON_USE_EXC_INFO_STACK
static _PyErr_StackItem *
__Pyx_PyErr_GetTopmostException(PyThreadState *tstate)
{
    _PyErr_StackItem *exc_info = tstate->exc_info;
    while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) &&
           exc_info->previous_item != NULL)
    {
        exc_info = exc_info->previous_item;
    }
    return exc_info;
}
#endif

/* SaveResetException */
  #if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    #if CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate);
    *type = exc_info->exc_type;
    *value = exc_info->exc_value;
    *tb = exc_info->exc_traceback;
    #else
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    #endif
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
}
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    #if CYTHON_USE_EXC_INFO_STACK
    _PyErr_StackItem *exc_info = tstate->exc_info;
    tmp_type = exc_info->exc_type;
    tmp_value = exc_info->exc_value;
    tmp_tb = exc_info->exc_traceback;
    exc_info->exc_type = type;
    exc_info->exc_value = value;
    exc_info->exc_traceback = tb;
    #else
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = type;
    tstate->exc_value = value;
    tstate->exc_traceback = tb;
    #endif
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
}
#endif

/* GetException */
  #if CYTHON_FAST_THREAD_STATE
static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb)
#else
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb)
#endif
{
    PyObject *local_type, *local_value, *local_tb;
#if CYTHON_FAST_THREAD_STATE
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    local_type = tstate->curexc_type;
    local_value = tstate->curexc_value;
    local_tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
#if CYTHON_FAST_THREAD_STATE
    if (unlikely(tstate->curexc_type))
#else
    if (unlikely(PyErr_Occurred()))
#endif
        goto bad;
    #if PY_MAJOR_VERSION >= 3
    if (local_tb) {
        if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
            goto bad;
    }
    #endif
    Py_XINCREF(local_tb);
    Py_XINCREF(local_type);
    Py_XINCREF(local_value);
    *type = local_type;
    *value = local_value;
    *tb = local_tb;
#if CYTHON_FAST_THREAD_STATE
    #if CYTHON_USE_EXC_INFO_STACK
    {
        _PyErr_StackItem *exc_info = tstate->exc_info;
        tmp_type = exc_info->exc_type;
        tmp_value = exc_info->exc_value;
        tmp_tb = exc_info->exc_traceback;
        exc_info->exc_type = local_type;
        exc_info->exc_value = local_value;
        exc_info->exc_traceback = local_tb;
    }
    #else
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = local_type;
    tstate->exc_value = local_value;
    tstate->exc_traceback = local_tb;
    #endif
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(local_type, local_value, local_tb);
#endif
    return 0;
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
}

/* GetItemIntUnicode */
  static CYTHON_INLINE Py_UCS4 __Pyx_GetItemInt_Unicode_Fast(PyObject* ustring, Py_ssize_t i,
                                                           int wraparound, int boundscheck) {
    Py_ssize_t length;
    if (unlikely(__Pyx_PyUnicode_READY(ustring) < 0)) return (Py_UCS4)-1;
    if (wraparound | boundscheck) {
        length = __Pyx_PyUnicode_GET_LENGTH(ustring);
        if (wraparound & unlikely(i < 0)) i += length;
        if ((!boundscheck) || likely(__Pyx_is_valid_index(i, length))) {
            return __Pyx_PyUnicode_READ_CHAR(ustring, i);
        } else {
            PyErr_SetString(PyExc_IndexError, "string index out of range");
            return (Py_UCS4)-1;
        }
    } else {
        return __Pyx_PyUnicode_READ_CHAR(ustring, i);
    }
}

/* PyUnicode_Substring */
  static CYTHON_INLINE PyObject* __Pyx_PyUnicode_Substring(
            PyObject* text, Py_ssize_t start, Py_ssize_t stop) {
    Py_ssize_t length;
    if (unlikely(__Pyx_PyUnicode_READY(text) == -1)) return NULL;
    length = __Pyx_PyUnicode_GET_LENGTH(text);
    if (start < 0) {
        start += length;
        if (start < 0)
            start = 0;
    }
    if (stop < 0)
        stop += length;
    else if (stop > length)
        stop = length;
    if (stop <= start)
        return __Pyx_NewRef(__pyx_empty_unicode);
#if CYTHON_PEP393_ENABLED
    return PyUnicode_FromKindAndData(PyUnicode_KIND(text),
        PyUnicode_1BYTE_DATA(text) + start*PyUnicode_KIND(text), stop-start);
#else
    return PyUnicode_FromUnicode(PyUnicode_AS_UNICODE(text)+start, stop-start);
#endif
}

/* Import */
  static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
    PyObject *empty_list = 0;
    PyObject *module = 0;
    PyObject *global_dict = 0;
    PyObject *empty_dict = 0;
    PyObject *list;
    #if PY_MAJOR_VERSION < 3
    PyObject *py_import;
    py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
    if (!py_import)
        goto bad;
    #endif
    if (from_list)
        list = from_list;
    else {
        empty_list = PyList_New(0);
        if (!empty_list)
            goto bad;
        list = empty_list;
    }
    global_dict = PyModule_GetDict(__pyx_m);
    if (!global_dict)
        goto bad;
    empty_dict = PyDict_New();
    if (!empty_dict)
        goto bad;
    {
        #if PY_MAJOR_VERSION >= 3
        if (level == -1) {
            if ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) {
                module = PyImport_ImportModuleLevelObject(
                    name, global_dict, empty_dict, list, 1);
                if (!module) {
                    if (!PyErr_ExceptionMatches(PyExc_ImportError))
                        goto bad;
                    PyErr_Clear();
                }
            }
            level = 0;
        }
        #endif
        if (!module) {
            #if PY_MAJOR_VERSION < 3
            PyObject *py_level = PyInt_FromLong(level);
            if (!py_level)
                goto bad;
            module = PyObject_CallFunctionObjArgs(py_import,
                name, global_dict, empty_dict, list, py_level, (PyObject *)NULL);
            Py_DECREF(py_level);
            #else
            module = PyImport_ImportModuleLevelObject(
                name, global_dict, empty_dict, list, level);
            #endif
        }
    }
bad:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(py_import);
    #endif
    Py_XDECREF(empty_list);
    Py_XDECREF(empty_dict);
    return module;
}

/* PyIntCompare */
  static CYTHON_INLINE PyObject* __Pyx_PyInt_NeObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED long inplace) {
    if (op1 == op2) {
        Py_RETURN_FALSE;
    }
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long a = PyInt_AS_LONG(op1);
        if (a != b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        int unequal;
        unsigned long uintval;
        Py_ssize_t size = Py_SIZE(op1);
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        if (intval == 0) {
            if (size != 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
        } else if (intval < 0) {
            if (size >= 0)
                Py_RETURN_TRUE;
            intval = -intval;
            size = -size;
        } else {
            if (size <= 0)
                Py_RETURN_TRUE;
        }
        uintval = (unsigned long) intval;
#if PyLong_SHIFT * 4 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 4)) {
            unequal = (size != 5) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[4] != ((uintval >> (4 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 3 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 3)) {
            unequal = (size != 4) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[3] != ((uintval >> (3 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 2 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 2)) {
            unequal = (size != 3) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK)) | (digits[2] != ((uintval >> (2 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
#if PyLong_SHIFT * 1 < SIZEOF_LONG*8
        if (uintval >> (PyLong_SHIFT * 1)) {
            unequal = (size != 2) || (digits[0] != (uintval & (unsigned long) PyLong_MASK))
                 | (digits[1] != ((uintval >> (1 * PyLong_SHIFT)) & (unsigned long) PyLong_MASK));
        } else
#endif
            unequal = (size != 1) || (((unsigned long) digits[0]) != (uintval & (unsigned long) PyLong_MASK));
        if (unequal != 0) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
        if ((double)a != (double)b) Py_RETURN_TRUE; else Py_RETURN_FALSE;
    }
    return (
        PyObject_RichCompare(op1, op2, Py_NE));
}

/* bytes_index */
  static CYTHON_INLINE char __Pyx_PyBytes_GetItemInt(PyObject* bytes, Py_ssize_t index, int check_bounds) {
    if (index < 0)
        index += PyBytes_GET_SIZE(bytes);
    if (check_bounds) {
        Py_ssize_t size = PyBytes_GET_SIZE(bytes);
        if (unlikely(!__Pyx_is_valid_index(index, size))) {
            PyErr_SetString(PyExc_IndexError, "string index out of range");
            return (char) -1;
        }
    }
    return PyBytes_AS_STRING(bytes)[index];
}

/* ImportFrom */
  static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
    PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
    if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
        PyErr_Format(PyExc_ImportError,
        #if PY_MAJOR_VERSION < 3
            "cannot import name %.230s", PyString_AS_STRING(name));
        #else
            "cannot import name %S", name);
        #endif
    }
    return value;
}

/* CallNextTpTraverse */
  static int __Pyx_call_next_tp_traverse(PyObject* obj, visitproc v, void *a, traverseproc current_tp_traverse) {
    PyTypeObject* type = Py_TYPE(obj);
    while (type && type->tp_traverse != current_tp_traverse)
        type = type->tp_base;
    while (type && type->tp_traverse == current_tp_traverse)
        type = type->tp_base;
    if (type && type->tp_traverse)
        return type->tp_traverse(obj, v, a);
    return 0;
}

/* CallNextTpClear */
  static void __Pyx_call_next_tp_clear(PyObject* obj, inquiry current_tp_clear) {
    PyTypeObject* type = Py_TYPE(obj);
    while (type && type->tp_clear != current_tp_clear)
        type = type->tp_base;
    while (type && type->tp_clear == current_tp_clear)
        type = type->tp_base;
    if (type && type->tp_clear)
        type->tp_clear(obj);
}

/* PyObject_GenericGetAttrNoDict */
  #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, PyObject *attr_name) {
    PyErr_Format(PyExc_AttributeError,
#if PY_MAJOR_VERSION >= 3
                 "'%.50s' object has no attribute '%U'",
                 tp->tp_name, attr_name);
#else
                 "'%.50s' object has no attribute '%.400s'",
                 tp->tp_name, PyString_AS_STRING(attr_name));
#endif
    return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObject* obj, PyObject* attr_name) {
    PyObject *descr;
    PyTypeObject *tp = Py_TYPE(obj);
    if (unlikely(!PyString_Check(attr_name))) {
        return PyObject_GenericGetAttr(obj, attr_name);
    }
    assert(!tp->tp_dictoffset);
    descr = _PyType_Lookup(tp, attr_name);
    if (unlikely(!descr)) {
        return __Pyx_RaiseGenericGetAttributeError(tp, attr_name);
    }
    Py_INCREF(descr);
    #if PY_MAJOR_VERSION < 3
    if (likely(PyType_HasFeature(Py_TYPE(descr), Py_TPFLAGS_HAVE_CLASS)))
    #endif
    {
        descrgetfunc f = Py_TYPE(descr)->tp_descr_get;
        if (unlikely(f)) {
            PyObject *res = f(descr, obj, (PyObject *)tp);
            Py_DECREF(descr);
            return res;
        }
    }
    return descr;
}
#endif

/* PyObject_GenericGetAttr */
  #if CYTHON_USE_TYPE_SLOTS && CYTHON_USE_PYTYPE_LOOKUP && PY_VERSION_HEX < 0x03070000
static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* attr_name) {
    if (unlikely(Py_TYPE(obj)->tp_dictoffset)) {
        return PyObject_GenericGetAttr(obj, attr_name);
    }
    return __Pyx_PyObject_GenericGetAttrNoDict(obj, attr_name);
}
#endif

/* SetVTable */
  static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
#if PY_VERSION_HEX >= 0x02070000
    PyObject *ob = PyCapsule_New(vtable, 0, 0);
#else
    PyObject *ob = PyCObject_FromVoidPtr(vtable, 0);
#endif
    if (!ob)
        goto bad;
    if (PyDict_SetItem(dict, __pyx_n_s_pyx_vtable, ob) < 0)
        goto bad;
    Py_DECREF(ob);
    return 0;
bad:
    Py_XDECREF(ob);
    return -1;
}

/* PyObjectGetAttrStrNoError */
  static void __Pyx_PyObject_GetAttrStr_ClearAttributeError(void) {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (likely(__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        __Pyx_PyErr_Clear();
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStrNoError(PyObject* obj, PyObject* attr_name) {
    PyObject *result;
#if CYTHON_COMPILING_IN_CPYTHON && CYTHON_USE_TYPE_SLOTS && PY_VERSION_HEX >= 0x030700B1
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_getattro == PyObject_GenericGetAttr)) {
        return _PyObject_GenericGetAttrWithDict(obj, attr_name, NULL, 1);
    }
#endif
    result = __Pyx_PyObject_GetAttrStr(obj, attr_name);
    if (unlikely(!result)) {
        __Pyx_PyObject_GetAttrStr_ClearAttributeError();
    }
    return result;
}

/* SetupReduce */
  static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) {
  int ret;
  PyObject *name_attr;
  name_attr = __Pyx_PyObject_GetAttrStr(meth, __pyx_n_s_name);
  if (likely(name_attr)) {
      ret = PyObject_RichCompareBool(name_attr, name, Py_EQ);
  } else {
      ret = -1;
  }
  if (unlikely(ret < 0)) {
      PyErr_Clear();
      ret = 0;
  }
  Py_XDECREF(name_attr);
  return ret;
}
static int __Pyx_setup_reduce(PyObject* type_obj) {
    int ret = 0;
    PyObject *object_reduce = NULL;
    PyObject *object_reduce_ex = NULL;
    PyObject *reduce = NULL;
    PyObject *reduce_ex = NULL;
    PyObject *reduce_cython = NULL;
    PyObject *setstate = NULL;
    PyObject *setstate_cython = NULL;
#if CYTHON_USE_PYTYPE_LOOKUP
    if (_PyType_Lookup((PyTypeObject*)type_obj, __pyx_n_s_getstate)) goto __PYX_GOOD;
#else
    if (PyObject_HasAttr(type_obj, __pyx_n_s_getstate)) goto __PYX_GOOD;
#endif
#if CYTHON_USE_PYTYPE_LOOKUP
    object_reduce_ex = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#else
    object_reduce_ex = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce_ex); if (!object_reduce_ex) goto __PYX_BAD;
#endif
    reduce_ex = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce_ex); if (unlikely(!reduce_ex)) goto __PYX_BAD;
    if (reduce_ex == object_reduce_ex) {
#if CYTHON_USE_PYTYPE_LOOKUP
        object_reduce = _PyType_Lookup(&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
#else
        object_reduce = __Pyx_PyObject_GetAttrStr((PyObject*)&PyBaseObject_Type, __pyx_n_s_reduce); if (!object_reduce) goto __PYX_BAD;
#endif
        reduce = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_reduce); if (unlikely(!reduce)) goto __PYX_BAD;
        if (reduce == object_reduce || __Pyx_setup_reduce_is_named(reduce, __pyx_n_s_reduce_cython)) {
            reduce_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_reduce_cython);
            if (likely(reduce_cython)) {
                ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce, reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_reduce_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
            } else if (reduce == object_reduce || PyErr_Occurred()) {
                goto __PYX_BAD;
            }
            setstate = __Pyx_PyObject_GetAttrStr(type_obj, __pyx_n_s_setstate);
            if (!setstate) PyErr_Clear();
            if (!setstate || __Pyx_setup_reduce_is_named(setstate, __pyx_n_s_setstate_cython)) {
                setstate_cython = __Pyx_PyObject_GetAttrStrNoError(type_obj, __pyx_n_s_setstate_cython);
                if (likely(setstate_cython)) {
                    ret = PyDict_SetItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate, setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                    ret = PyDict_DelItem(((PyTypeObject*)type_obj)->tp_dict, __pyx_n_s_setstate_cython); if (unlikely(ret < 0)) goto __PYX_BAD;
                } else if (!setstate || PyErr_Occurred()) {
                    goto __PYX_BAD;
                }
            }
            PyType_Modified((PyTypeObject*)type_obj);
        }
    }
    goto __PYX_GOOD;
__PYX_BAD:
    if (!PyErr_Occurred())
        PyErr_Format(PyExc_RuntimeError, "Unable to initialize pickling for %s", ((PyTypeObject*)type_obj)->tp_name);
    ret = -1;
__PYX_GOOD:
#if !CYTHON_USE_PYTYPE_LOOKUP
    Py_XDECREF(object_reduce);
    Py_XDECREF(object_reduce_ex);
#endif
    Py_XDECREF(reduce);
    Py_XDECREF(reduce_ex);
    Py_XDECREF(reduce_cython);
    Py_XDECREF(setstate);
    Py_XDECREF(setstate_cython);
    return ret;
}

/* TypeImport */
  #ifndef __PYX_HAVE_RT_ImportType
#define __PYX_HAVE_RT_ImportType
static PyTypeObject *__Pyx_ImportType(PyObject *module, const char *module_name, const char *class_name,
    size_t size, enum __Pyx_ImportType_CheckSize check_size)
{
    PyObject *result = 0;
    char warning[200];
    Py_ssize_t basicsize;
#ifdef Py_LIMITED_API
    PyObject *py_basicsize;
#endif
    result = PyObject_GetAttrString(module, class_name);
    if (!result)
        goto bad;
    if (!PyType_Check(result)) {
        PyErr_Format(PyExc_TypeError,
            "%.200s.%.200s is not a type object",
            module_name, class_name);
        goto bad;
    }
#ifndef Py_LIMITED_API
    basicsize = ((PyTypeObject *)result)->tp_basicsize;
#else
    py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
    if (!py_basicsize)
        goto bad;
    basicsize = PyLong_AsSsize_t(py_basicsize);
    Py_DECREF(py_basicsize);
    py_basicsize = 0;
    if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
        goto bad;
#endif
    if ((size_t)basicsize < size) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize);
        goto bad;
    }
    if (check_size == __Pyx_ImportType_CheckSize_Error && (size_t)basicsize != size) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize);
        goto bad;
    }
    else if (check_size == __Pyx_ImportType_CheckSize_Warn && (size_t)basicsize > size) {
        PyOS_snprintf(warning, sizeof(warning),
            "%s.%s size changed, may indicate binary incompatibility. "
            "Expected %zd from C header, got %zd from PyObject",
            module_name, class_name, size, basicsize);
        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
    }
    return (PyTypeObject *)result;
bad:
    Py_XDECREF(result);
    return NULL;
}
#endif

/* ClassMethod */
  static PyObject* __Pyx_Method_ClassMethod(PyObject *method) {
#if CYTHON_COMPILING_IN_PYPY && PYPY_VERSION_NUM <= 0x05080000
    if (PyObject_TypeCheck(method, &PyWrapperDescr_Type)) {
        return PyClassMethod_New(method);
    }
#else
#if CYTHON_COMPILING_IN_PYSTON || CYTHON_COMPILING_IN_PYPY
    if (PyMethodDescr_Check(method))
#else
    #if PY_MAJOR_VERSION == 2
    static PyTypeObject *methoddescr_type = NULL;
    if (methoddescr_type == NULL) {
       PyObject *meth = PyObject_GetAttrString((PyObject*)&PyList_Type, "append");
       if (!meth) return NULL;
       methoddescr_type = Py_TYPE(meth);
       Py_DECREF(meth);
    }
    #else
    PyTypeObject *methoddescr_type = &PyMethodDescr_Type;
    #endif
    if (__Pyx_TypeCheck(method, methoddescr_type))
#endif
    {
        PyMethodDescrObject *descr = (PyMethodDescrObject *)method;
        #if PY_VERSION_HEX < 0x03020000
        PyTypeObject *d_type = descr->d_type;
        #else
        PyTypeObject *d_type = descr->d_common.d_type;
        #endif
        return PyDescr_NewClassMethod(d_type, descr->d_method);
    }
#endif
    else if (PyMethod_Check(method)) {
        return PyClassMethod_New(PyMethod_GET_FUNCTION(method));
    }
    else {
        return PyClassMethod_New(method);
    }
}

/* GetNameInClass */
  static PyObject *__Pyx_GetGlobalNameAfterAttributeLookup(PyObject *name) {
    PyObject *result;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    if (unlikely(!__Pyx_PyErr_ExceptionMatches(PyExc_AttributeError)))
        return NULL;
    __Pyx_PyErr_Clear();
    __Pyx_GetModuleGlobalNameUncached(result, name);
    return result;
}
static PyObject *__Pyx__GetNameInClass(PyObject *nmspace, PyObject *name) {
    PyObject *result;
    result = __Pyx_PyObject_GetAttrStr(nmspace, name);
    if (!result) {
        result = __Pyx_GetGlobalNameAfterAttributeLookup(name);
    }
    return result;
}

/* CLineInTraceback */
  #ifndef CYTHON_CLINE_IN_TRACEBACK
static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) {
    PyObject *use_cline;
    PyObject *ptype, *pvalue, *ptraceback;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject **cython_runtime_dict;
#endif
    if (unlikely(!__pyx_cython_runtime)) {
        return c_line;
    }
    __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback);
#if CYTHON_COMPILING_IN_CPYTHON
    cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime);
    if (likely(cython_runtime_dict)) {
        __PYX_PY_DICT_LOOKUP_IF_MODIFIED(
            use_cline, *cython_runtime_dict,
            __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback))
    } else
#endif
    {
      PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback);
      if (use_cline_obj) {
        use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True;
        Py_DECREF(use_cline_obj);
      } else {
        PyErr_Clear();
        use_cline = NULL;
      }
    }
    if (!use_cline) {
        c_line = 0;
        PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False);
    }
    else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) {
        c_line = 0;
    }
    __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback);
    return c_line;
}
#endif

/* CodeObjectCache */
  static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
    int start = 0, mid = 0, end = count - 1;
    if (end >= 0 && code_line > entries[end].code_line) {
        return count;
    }
    while (start < end) {
        mid = start + (end - start) / 2;
        if (code_line < entries[mid].code_line) {
            end = mid;
        } else if (code_line > entries[mid].code_line) {
             start = mid + 1;
        } else {
            return mid;
        }
    }
    if (code_line <= entries[mid].code_line) {
        return mid;
    } else {
        return mid + 1;
    }
}
static PyCodeObject *__pyx_find_code_object(int code_line) {
    PyCodeObject* code_object;
    int pos;
    if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
        return NULL;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
        return NULL;
    }
    code_object = __pyx_code_cache.entries[pos].code_object;
    Py_INCREF(code_object);
    return code_object;
}
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
    int pos, i;
    __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
    if (unlikely(!code_line)) {
        return;
    }
    if (unlikely(!entries)) {
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
        if (likely(entries)) {
            __pyx_code_cache.entries = entries;
            __pyx_code_cache.max_count = 64;
            __pyx_code_cache.count = 1;
            entries[0].code_line = code_line;
            entries[0].code_object = code_object;
            Py_INCREF(code_object);
        }
        return;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
        PyCodeObject* tmp = entries[pos].code_object;
        entries[pos].code_object = code_object;
        Py_DECREF(tmp);
        return;
    }
    if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
        int new_max = __pyx_code_cache.max_count + 64;
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
            __pyx_code_cache.entries, ((size_t)new_max) * sizeof(__Pyx_CodeObjectCacheEntry));
        if (unlikely(!entries)) {
            return;
        }
        __pyx_code_cache.entries = entries;
        __pyx_code_cache.max_count = new_max;
    }
    for (i=__pyx_code_cache.count; i>pos; i--) {
        entries[i] = entries[i-1];
    }
    entries[pos].code_line = code_line;
    entries[pos].code_object = code_object;
    __pyx_code_cache.count++;
    Py_INCREF(code_object);
}

/* AddTraceback */
  #include "compile.h"
#include "frameobject.h"
#include "traceback.h"
static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
            const char *funcname, int c_line,
            int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyObject *py_srcfile = 0;
    PyObject *py_funcname = 0;
    #if PY_MAJOR_VERSION < 3
    py_srcfile = PyString_FromString(filename);
    #else
    py_srcfile = PyUnicode_FromString(filename);
    #endif
    if (!py_srcfile) goto bad;
    if (c_line) {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #else
        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #endif
    }
    else {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromString(funcname);
        #else
        py_funcname = PyUnicode_FromString(funcname);
        #endif
    }
    if (!py_funcname) goto bad;
    py_code = __Pyx_PyCode_New(
        0,
        0,
        0,
        0,
        0,
        __pyx_empty_bytes, /*PyObject *code,*/
        __pyx_empty_tuple, /*PyObject *consts,*/
        __pyx_empty_tuple, /*PyObject *names,*/
        __pyx_empty_tuple, /*PyObject *varnames,*/
        __pyx_empty_tuple, /*PyObject *freevars,*/
        __pyx_empty_tuple, /*PyObject *cellvars,*/
        py_srcfile,   /*PyObject *filename,*/
        py_funcname,  /*PyObject *name,*/
        py_line,
        __pyx_empty_bytes  /*PyObject *lnotab*/
    );
    Py_DECREF(py_srcfile);
    Py_DECREF(py_funcname);
    return py_code;
bad:
    Py_XDECREF(py_srcfile);
    Py_XDECREF(py_funcname);
    return NULL;
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyFrameObject *py_frame = 0;
    PyThreadState *tstate = __Pyx_PyThreadState_Current;
    if (c_line) {
        c_line = __Pyx_CLineForTraceback(tstate, c_line);
    }
    py_code = __pyx_find_code_object(c_line ? -c_line : py_line);
    if (!py_code) {
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) goto bad;
        __pyx_insert_code_object(c_line ? -c_line : py_line, py_code);
    }
    py_frame = PyFrame_New(
        tstate,            /*PyThreadState *tstate,*/
        py_code,           /*PyCodeObject *code,*/
        __pyx_d,    /*PyObject *globals,*/
        0                  /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    __Pyx_PyFrame_SetLineNumber(py_frame, py_line);
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}

/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
    const int neg_one = (int) ((int) 0 - (int) 1), const_zero = (int) 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(int) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(int) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(int) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(int),
                                     little, !is_unsigned);
    }
}

/* CIntFromPyVerify */
  #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
    {\
        func_type value = func_value;\
        if (sizeof(target_type) < sizeof(func_type)) {\
            if (unlikely(value != (func_type) (target_type) value)) {\
                func_type zero = 0;\
                if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
                    return (target_type) -1;\
                if (is_unsigned && unlikely(value < zero))\
                    goto raise_neg_overflow;\
                else\
                    goto raise_overflow;\
            }\
        }\
        return (target_type) value;\
    }

#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
    if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
    PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name);
    return -1;
}
static void __Pyx_ReleaseBuffer(Py_buffer *view) {
    PyObject *obj = view->obj;
    if (!obj) return;
    if (PyObject_CheckBuffer(obj)) {
        PyBuffer_Release(view);
        return;
    }
    if ((0)) {}
    view->obj = NULL;
    Py_DECREF(obj);
}
#endif


  /* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
    const long neg_one = (long) ((long) 0 - (long) 1), const_zero = (long) 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(long) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(long) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(long) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(long),
                                     little, !is_unsigned);
    }
}

/* None */
  static CYTHON_INLINE long __Pyx_pow_long(long b, long e) {
    long t = b;
    switch (e) {
        case 3:
            t *= b;
        CYTHON_FALLTHROUGH;
        case 2:
            t *= b;
        CYTHON_FALLTHROUGH;
        case 1:
            return t;
        case 0:
            return 1;
    }
    #if 1
    if (unlikely(e<0)) return 0;
    #endif
    t = 1;
    while (likely(e)) {
        t *= (b * (e&1)) | ((~e)&1);
        b *= b;
        e >>= 1;
    }
    return t;
}

/* CIntToPy */
  static CYTHON_INLINE PyObject* __Pyx_PyInt_From_Py_intptr_t(Py_intptr_t value) {
    const Py_intptr_t neg_one = (Py_intptr_t) ((Py_intptr_t) 0 - (Py_intptr_t) 1), const_zero = (Py_intptr_t) 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(Py_intptr_t) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(Py_intptr_t) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(Py_intptr_t) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(Py_intptr_t) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(Py_intptr_t) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(Py_intptr_t),
                                     little, !is_unsigned);
    }
}

/* Declarations */
  #if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      return ::std::complex< float >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      return x + y*(__pyx_t_float_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      __pyx_t_float_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

/* Arithmetic */
  #if CYTHON_CCOMPLEX
#else
    static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    #if 1
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        if (b.imag == 0) {
            return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else if (fabsf(b.real) >= fabsf(b.imag)) {
            if (b.real == 0 && b.imag == 0) {
                return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag);
            } else {
                float r = b.imag / b.real;
                float s = (float)(1.0) / (b.real + b.imag * r);
                return __pyx_t_float_complex_from_parts(
                    (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
            }
        } else {
            float r = b.real / b.imag;
            float s = (float)(1.0) / (b.imag + b.real * r);
            return __pyx_t_float_complex_from_parts(
                (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
        }
    }
    #else
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        if (b.imag == 0) {
            return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else {
            float denom = b.real * b.real + b.imag * b.imag;
            return __pyx_t_float_complex_from_parts(
                (a.real * b.real + a.imag * b.imag) / denom,
                (a.imag * b.real - a.real * b.imag) / denom);
        }
    }
    #endif
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrtf(z.real*z.real + z.imag*z.imag);
          #else
            return hypotf(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
            __pyx_t_float_complex z;
            float r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    float denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        return __Pyx_c_prod_float(a, a);
                    case 3:
                        z = __Pyx_c_prod_float(a, a);
                        return __Pyx_c_prod_float(z, a);
                    case 4:
                        z = __Pyx_c_prod_float(a, a);
                        return __Pyx_c_prod_float(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                } else if (b.imag == 0) {
                    z.real = powf(a.real, b.real);
                    z.imag = 0;
                    return z;
                } else if (a.real > 0) {
                    r = a.real;
                    theta = 0;
                } else {
                    r = -a.real;
                    theta = atan2f(0.0, -1.0);
                }
            } else {
                r = __Pyx_c_abs_float(a);
                theta = atan2f(a.imag, a.real);
            }
            lnr = logf(r);
            z_r = expf(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cosf(z_theta);
            z.imag = z_r * sinf(z_theta);
            return z;
        }
    #endif
#endif

/* Declarations */
  #if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      return ::std::complex< double >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      return x + y*(__pyx_t_double_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      __pyx_t_double_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

/* Arithmetic */
  #if CYTHON_CCOMPLEX
#else
    static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    #if 1
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        if (b.imag == 0) {
            return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else if (fabs(b.real) >= fabs(b.imag)) {
            if (b.real == 0 && b.imag == 0) {
                return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
            } else {
                double r = b.imag / b.real;
                double s = (double)(1.0) / (b.real + b.imag * r);
                return __pyx_t_double_complex_from_parts(
                    (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
            }
        } else {
            double r = b.real / b.imag;
            double s = (double)(1.0) / (b.imag + b.real * r);
            return __pyx_t_double_complex_from_parts(
                (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
        }
    }
    #else
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        if (b.imag == 0) {
            return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else {
            double denom = b.real * b.real + b.imag * b.imag;
            return __pyx_t_double_complex_from_parts(
                (a.real * b.real + a.imag * b.imag) / denom,
                (a.imag * b.real - a.real * b.imag) / denom);
        }
    }
    #endif
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrt(z.real*z.real + z.imag*z.imag);
          #else
            return hypot(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
            __pyx_t_double_complex z;
            double r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    double denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        return __Pyx_c_prod_double(a, a);
                    case 3:
                        z = __Pyx_c_prod_double(a, a);
                        return __Pyx_c_prod_double(z, a);
                    case 4:
                        z = __Pyx_c_prod_double(a, a);
                        return __Pyx_c_prod_double(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                } else if (b.imag == 0) {
                    z.real = pow(a.real, b.real);
                    z.imag = 0;
                    return z;
                } else if (a.real > 0) {
                    r = a.real;
                    theta = 0;
                } else {
                    r = -a.real;
                    theta = atan2(0.0, -1.0);
                }
            } else {
                r = __Pyx_c_abs_double(a);
                theta = atan2(a.imag, a.real);
            }
            lnr = log(r);
            z_r = exp(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cos(z_theta);
            z.imag = z_r * sin(z_theta);
            return z;
        }
    #endif
#endif

/* CIntFromPy */
  static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
    const int neg_one = (int) ((int) 0 - (int) 1), const_zero = (int) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(int) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (int) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int) 0;
                case  1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0])
                case 2:
                    if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) {
                            return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) {
                            return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) {
                            return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (int) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(int) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int) 0;
                case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(int,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
                            return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
                            return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
                            return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
                            return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
                            return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
                            return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(int) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            int val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (int) -1;
        }
    } else {
        int val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (int) -1;
        val = __Pyx_PyInt_As_int(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to int");
    return (int) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to int");
    return (int) -1;
}

/* CIntFromPy */
  static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
    const long neg_one = (long) ((long) 0 - (long) 1), const_zero = (long) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(long) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (long) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (long) 0;
                case  1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0])
                case 2:
                    if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) {
                            return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) {
                            return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) {
                            return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (long) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(long) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (long) 0;
                case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(long,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                            return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                            return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                            return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                            return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                            return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                            return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(long) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            long val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (long) -1;
        }
    } else {
        long val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (long) -1;
        val = __Pyx_PyInt_As_long(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to long");
    return (long) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to long");
    return (long) -1;
}

/* CIntFromPy */
  static CYTHON_INLINE Py_intptr_t __Pyx_PyInt_As_Py_intptr_t(PyObject *x) {
    const Py_intptr_t neg_one = (Py_intptr_t) ((Py_intptr_t) 0 - (Py_intptr_t) 1), const_zero = (Py_intptr_t) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(Py_intptr_t) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(Py_intptr_t, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (Py_intptr_t) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (Py_intptr_t) 0;
                case  1: __PYX_VERIFY_RETURN_INT(Py_intptr_t, digit, digits[0])
                case 2:
                    if (8 * sizeof(Py_intptr_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(Py_intptr_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(Py_intptr_t) >= 2 * PyLong_SHIFT) {
                            return (Py_intptr_t) (((((Py_intptr_t)digits[1]) << PyLong_SHIFT) | (Py_intptr_t)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(Py_intptr_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(Py_intptr_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(Py_intptr_t) >= 3 * PyLong_SHIFT) {
                            return (Py_intptr_t) (((((((Py_intptr_t)digits[2]) << PyLong_SHIFT) | (Py_intptr_t)digits[1]) << PyLong_SHIFT) | (Py_intptr_t)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(Py_intptr_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(Py_intptr_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(Py_intptr_t) >= 4 * PyLong_SHIFT) {
                            return (Py_intptr_t) (((((((((Py_intptr_t)digits[3]) << PyLong_SHIFT) | (Py_intptr_t)digits[2]) << PyLong_SHIFT) | (Py_intptr_t)digits[1]) << PyLong_SHIFT) | (Py_intptr_t)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (Py_intptr_t) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(Py_intptr_t) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(Py_intptr_t, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(Py_intptr_t) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(Py_intptr_t, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (Py_intptr_t) 0;
                case -1: __PYX_VERIFY_RETURN_INT(Py_intptr_t, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(Py_intptr_t,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(Py_intptr_t) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(Py_intptr_t, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(Py_intptr_t) - 1 > 2 * PyLong_SHIFT) {
                            return (Py_intptr_t) (((Py_intptr_t)-1)*(((((Py_intptr_t)digits[1]) << PyLong_SHIFT) | (Py_intptr_t)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(Py_intptr_t) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(Py_intptr_t, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(Py_intptr_t) - 1 > 2 * PyLong_SHIFT) {
                            return (Py_intptr_t) ((((((Py_intptr_t)digits[1]) << PyLong_SHIFT) | (Py_intptr_t)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(Py_intptr_t) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(Py_intptr_t, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(Py_intptr_t) - 1 > 3 * PyLong_SHIFT) {
                            return (Py_intptr_t) (((Py_intptr_t)-1)*(((((((Py_intptr_t)digits[2]) << PyLong_SHIFT) | (Py_intptr_t)digits[1]) << PyLong_SHIFT) | (Py_intptr_t)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(Py_intptr_t) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(Py_intptr_t, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(Py_intptr_t) - 1 > 3 * PyLong_SHIFT) {
                            return (Py_intptr_t) ((((((((Py_intptr_t)digits[2]) << PyLong_SHIFT) | (Py_intptr_t)digits[1]) << PyLong_SHIFT) | (Py_intptr_t)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(Py_intptr_t) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(Py_intptr_t, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(Py_intptr_t) - 1 > 4 * PyLong_SHIFT) {
                            return (Py_intptr_t) (((Py_intptr_t)-1)*(((((((((Py_intptr_t)digits[3]) << PyLong_SHIFT) | (Py_intptr_t)digits[2]) << PyLong_SHIFT) | (Py_intptr_t)digits[1]) << PyLong_SHIFT) | (Py_intptr_t)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(Py_intptr_t) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(Py_intptr_t, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(Py_intptr_t) - 1 > 4 * PyLong_SHIFT) {
                            return (Py_intptr_t) ((((((((((Py_intptr_t)digits[3]) << PyLong_SHIFT) | (Py_intptr_t)digits[2]) << PyLong_SHIFT) | (Py_intptr_t)digits[1]) << PyLong_SHIFT) | (Py_intptr_t)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(Py_intptr_t) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(Py_intptr_t, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(Py_intptr_t) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(Py_intptr_t, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            Py_intptr_t val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (Py_intptr_t) -1;
        }
    } else {
        Py_intptr_t val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (Py_intptr_t) -1;
        val = __Pyx_PyInt_As_Py_intptr_t(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to Py_intptr_t");
    return (Py_intptr_t) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to Py_intptr_t");
    return (Py_intptr_t) -1;
}

/* CIntFromPy */
  static CYTHON_INLINE npy_uint8 __Pyx_PyInt_As_npy_uint8(PyObject *x) {
    const npy_uint8 neg_one = (npy_uint8) ((npy_uint8) 0 - (npy_uint8) 1), const_zero = (npy_uint8) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(npy_uint8) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(npy_uint8, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (npy_uint8) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (npy_uint8) 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_uint8, digit, digits[0])
                case 2:
                    if (8 * sizeof(npy_uint8) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_uint8, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_uint8) >= 2 * PyLong_SHIFT) {
                            return (npy_uint8) (((((npy_uint8)digits[1]) << PyLong_SHIFT) | (npy_uint8)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(npy_uint8) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_uint8, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_uint8) >= 3 * PyLong_SHIFT) {
                            return (npy_uint8) (((((((npy_uint8)digits[2]) << PyLong_SHIFT) | (npy_uint8)digits[1]) << PyLong_SHIFT) | (npy_uint8)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(npy_uint8) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_uint8, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_uint8) >= 4 * PyLong_SHIFT) {
                            return (npy_uint8) (((((((((npy_uint8)digits[3]) << PyLong_SHIFT) | (npy_uint8)digits[2]) << PyLong_SHIFT) | (npy_uint8)digits[1]) << PyLong_SHIFT) | (npy_uint8)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (npy_uint8) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(npy_uint8) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_uint8, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(npy_uint8) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_uint8, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (npy_uint8) 0;
                case -1: __PYX_VERIFY_RETURN_INT(npy_uint8, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(npy_uint8,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(npy_uint8) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_uint8, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_uint8) - 1 > 2 * PyLong_SHIFT) {
                            return (npy_uint8) (((npy_uint8)-1)*(((((npy_uint8)digits[1]) << PyLong_SHIFT) | (npy_uint8)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(npy_uint8) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_uint8, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_uint8) - 1 > 2 * PyLong_SHIFT) {
                            return (npy_uint8) ((((((npy_uint8)digits[1]) << PyLong_SHIFT) | (npy_uint8)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(npy_uint8) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_uint8, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_uint8) - 1 > 3 * PyLong_SHIFT) {
                            return (npy_uint8) (((npy_uint8)-1)*(((((((npy_uint8)digits[2]) << PyLong_SHIFT) | (npy_uint8)digits[1]) << PyLong_SHIFT) | (npy_uint8)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(npy_uint8) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_uint8, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_uint8) - 1 > 3 * PyLong_SHIFT) {
                            return (npy_uint8) ((((((((npy_uint8)digits[2]) << PyLong_SHIFT) | (npy_uint8)digits[1]) << PyLong_SHIFT) | (npy_uint8)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(npy_uint8) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_uint8, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_uint8) - 1 > 4 * PyLong_SHIFT) {
                            return (npy_uint8) (((npy_uint8)-1)*(((((((((npy_uint8)digits[3]) << PyLong_SHIFT) | (npy_uint8)digits[2]) << PyLong_SHIFT) | (npy_uint8)digits[1]) << PyLong_SHIFT) | (npy_uint8)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(npy_uint8) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_uint8, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_uint8) - 1 > 4 * PyLong_SHIFT) {
                            return (npy_uint8) ((((((((((npy_uint8)digits[3]) << PyLong_SHIFT) | (npy_uint8)digits[2]) << PyLong_SHIFT) | (npy_uint8)digits[1]) << PyLong_SHIFT) | (npy_uint8)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(npy_uint8) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_uint8, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(npy_uint8) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_uint8, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            npy_uint8 val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (npy_uint8) -1;
        }
    } else {
        npy_uint8 val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (npy_uint8) -1;
        val = __Pyx_PyInt_As_npy_uint8(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to npy_uint8");
    return (npy_uint8) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to npy_uint8");
    return (npy_uint8) -1;
}

/* CIntFromPy */
  static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) {
    const char neg_one = (char) ((char) 0 - (char) 1), const_zero = (char) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(char) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(char, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (char) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (char) 0;
                case  1: __PYX_VERIFY_RETURN_INT(char, digit, digits[0])
                case 2:
                    if (8 * sizeof(char) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) >= 2 * PyLong_SHIFT) {
                            return (char) (((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(char) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) >= 3 * PyLong_SHIFT) {
                            return (char) (((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(char) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) >= 4 * PyLong_SHIFT) {
                            return (char) (((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (char) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(char) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(char, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(char) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (char) 0;
                case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(char,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(char) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
                            return (char) (((char)-1)*(((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(char) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
                            return (char) ((((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
                            return (char) (((char)-1)*(((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(char) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
                            return (char) ((((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) {
                            return (char) (((char)-1)*(((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(char) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 4 * PyLong_SHIFT) {
                            return (char) ((((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(char) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(char, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(char) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            char val;
            PyObject *v = __Pyx_PyNumber_IntOrLong(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (char) -1;
        }
    } else {
        char val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (char) -1;
        val = __Pyx_PyInt_As_char(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to char");
    return (char) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to char");
    return (char) -1;
}

/* FastTypeChecks */
  #if CYTHON_COMPILING_IN_CPYTHON
static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) {
    while (a) {
        a = a->tp_base;
        if (a == b)
            return 1;
    }
    return b == &PyBaseObject_Type;
}
static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) {
    PyObject *mro;
    if (a == b) return 1;
    mro = a->tp_mro;
    if (likely(mro)) {
        Py_ssize_t i, n;
        n = PyTuple_GET_SIZE(mro);
        for (i = 0; i < n; i++) {
            if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b)
                return 1;
        }
        return 0;
    }
    return __Pyx_InBases(a, b);
}
#if PY_MAJOR_VERSION == 2
static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) {
    PyObject *exception, *value, *tb;
    int res;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&exception, &value, &tb);
    res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0;
    if (unlikely(res == -1)) {
        PyErr_WriteUnraisable(err);
        res = 0;
    }
    if (!res) {
        res = PyObject_IsSubclass(err, exc_type2);
        if (unlikely(res == -1)) {
            PyErr_WriteUnraisable(err);
            res = 0;
        }
    }
    __Pyx_ErrRestore(exception, value, tb);
    return res;
}
#else
static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) {
    int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0;
    if (!res) {
        res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2);
    }
    return res;
}
#endif
static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) {
    Py_ssize_t i, n;
    assert(PyExceptionClass_Check(exc_type));
    n = PyTuple_GET_SIZE(tuple);
#if PY_MAJOR_VERSION >= 3
    for (i=0; i<n; i++) {
        if (exc_type == PyTuple_GET_ITEM(tuple, i)) return 1;
    }
#endif
    for (i=0; i<n; i++) {
        PyObject *t = PyTuple_GET_ITEM(tuple, i);
        #if PY_MAJOR_VERSION < 3
        if (likely(exc_type == t)) return 1;
        #endif
        if (likely(PyExceptionClass_Check(t))) {
            if (__Pyx_inner_PyErr_GivenExceptionMatches2(exc_type, NULL, t)) return 1;
        } else {
        }
    }
    return 0;
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject* exc_type) {
    if (likely(err == exc_type)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        if (likely(PyExceptionClass_Check(exc_type))) {
            return __Pyx_inner_PyErr_GivenExceptionMatches2(err, NULL, exc_type);
        } else if (likely(PyTuple_Check(exc_type))) {
            return __Pyx_PyErr_GivenExceptionMatchesTuple(err, exc_type);
        } else {
        }
    }
    return PyErr_GivenExceptionMatches(err, exc_type);
}
static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *exc_type1, PyObject *exc_type2) {
    assert(PyExceptionClass_Check(exc_type1));
    assert(PyExceptionClass_Check(exc_type2));
    if (likely(err == exc_type1 || err == exc_type2)) return 1;
    if (likely(PyExceptionClass_Check(err))) {
        return __Pyx_inner_PyErr_GivenExceptionMatches2(err, exc_type1, exc_type2);
    }
    return (PyErr_GivenExceptionMatches(err, exc_type1) || PyErr_GivenExceptionMatches(err, exc_type2));
}
#endif

/* CheckBinaryVersion */
  static int __Pyx_check_binary_version(void) {
    char ctversion[4], rtversion[4];
    PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
    PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion());
    if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) {
        char message[200];
        PyOS_snprintf(message, sizeof(message),
                      "compiletime version %s of module '%.100s' "
                      "does not match runtime version %s",
                      ctversion, __Pyx_MODULE_NAME, rtversion);
        return PyErr_WarnEx(NULL, message, 1);
    }
    return 0;
}

/* InitStrings */
  static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
    while (t->p) {
        #if PY_MAJOR_VERSION < 3
        if (t->is_unicode) {
            *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
        } else if (t->intern) {
            *t->p = PyString_InternFromString(t->s);
        } else {
            *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
        }
        #else
        if (t->is_unicode | t->is_str) {
            if (t->intern) {
                *t->p = PyUnicode_InternFromString(t->s);
            } else if (t->encoding) {
                *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
            } else {
                *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
            }
        } else {
            *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
        }
        #endif
        if (!*t->p)
            return -1;
        if (PyObject_Hash(*t->p) == -1)
            return -1;
        ++t;
    }
    return 0;
}

static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
    return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
}
static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
#if !CYTHON_PEP393_ENABLED
static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    char* defenc_c;
    PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
    if (!defenc) return NULL;
    defenc_c = PyBytes_AS_STRING(defenc);
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    {
        char* end = defenc_c + PyBytes_GET_SIZE(defenc);
        char* c;
        for (c = defenc_c; c < end; c++) {
            if ((unsigned char) (*c) >= 128) {
                PyUnicode_AsASCIIString(o);
                return NULL;
            }
        }
    }
#endif
    *length = PyBytes_GET_SIZE(defenc);
    return defenc_c;
}
#else
static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
    if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
    if (likely(PyUnicode_IS_ASCII(o))) {
        *length = PyUnicode_GET_LENGTH(o);
        return PyUnicode_AsUTF8(o);
    } else {
        PyUnicode_AsASCIIString(o);
        return NULL;
    }
#else
    return PyUnicode_AsUTF8AndSize(o, length);
#endif
}
#endif
#endif
static CYTHON_INLINE const char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
    if (
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
            __Pyx_sys_getdefaultencoding_not_ascii &&
#endif
            PyUnicode_Check(o)) {
        return __Pyx_PyUnicode_AsStringAndSize(o, length);
    } else
#endif
#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
    if (PyByteArray_Check(o)) {
        *length = PyByteArray_GET_SIZE(o);
        return PyByteArray_AS_STRING(o);
    } else
#endif
    {
        char* result;
        int r = PyBytes_AsStringAndSize(o, &result, length);
        if (unlikely(r < 0)) {
            return NULL;
        } else {
            return result;
        }
    }
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
   int is_true = x == Py_True;
   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
   else return PyObject_IsTrue(x);
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) {
    int retval;
    if (unlikely(!x)) return -1;
    retval = __Pyx_PyObject_IsTrue(x);
    Py_DECREF(x);
    return retval;
}
static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) {
#if PY_MAJOR_VERSION >= 3
    if (PyLong_Check(result)) {
        if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1,
                "__int__ returned non-int (type %.200s).  "
                "The ability to return an instance of a strict subclass of int "
                "is deprecated, and may be removed in a future version of Python.",
                Py_TYPE(result)->tp_name)) {
            Py_DECREF(result);
            return NULL;
        }
        return result;
    }
#endif
    PyErr_Format(PyExc_TypeError,
                 "__%.4s__ returned non-%.4s (type %.200s)",
                 type_name, type_name, Py_TYPE(result)->tp_name);
    Py_DECREF(result);
    return NULL;
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) {
#if CYTHON_USE_TYPE_SLOTS
  PyNumberMethods *m;
#endif
  const char *name = NULL;
  PyObject *res = NULL;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_Check(x) || PyLong_Check(x)))
#else
  if (likely(PyLong_Check(x)))
#endif
    return __Pyx_NewRef(x);
#if CYTHON_USE_TYPE_SLOTS
  m = Py_TYPE(x)->tp_as_number;
  #if PY_MAJOR_VERSION < 3
  if (m && m->nb_int) {
    name = "int";
    res = m->nb_int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = m->nb_long(x);
  }
  #else
  if (likely(m && m->nb_int)) {
    name = "int";
    res = m->nb_int(x);
  }
  #endif
#else
  if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) {
    res = PyNumber_Int(x);
  }
#endif
  if (likely(res)) {
#if PY_MAJOR_VERSION < 3
    if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) {
#else
    if (unlikely(!PyLong_CheckExact(res))) {
#endif
        return __Pyx_PyNumber_IntOrLongWrongResultType(res, name);
    }
  }
  else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_TypeError,
                    "an integer is required");
  }
  return res;
}
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
  Py_ssize_t ival;
  PyObject *x;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_CheckExact(b))) {
    if (sizeof(Py_ssize_t) >= sizeof(long))
        return PyInt_AS_LONG(b);
    else
        return PyInt_AsSsize_t(b);
  }
#endif
  if (likely(PyLong_CheckExact(b))) {
    #if CYTHON_USE_PYLONG_INTERNALS
    const digit* digits = ((PyLongObject*)b)->ob_digit;
    const Py_ssize_t size = Py_SIZE(b);
    if (likely(__Pyx_sst_abs(size) <= 1)) {
        ival = likely(size) ? digits[0] : 0;
        if (size == -1) ival = -ival;
        return ival;
    } else {
      switch (size) {
         case 2:
           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -2:
           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case 3:
           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -3:
           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case 4:
           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -4:
           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
      }
    }
    #endif
    return PyLong_AsSsize_t(b);
  }
  x = PyNumber_Index(b);
  if (!x) return -1;
  ival = PyInt_AsSsize_t(x);
  Py_DECREF(x);
  return ival;
}
static CYTHON_INLINE Py_hash_t __Pyx_PyIndex_AsHash_t(PyObject* o) {
  if (sizeof(Py_hash_t) == sizeof(Py_ssize_t)) {
    return __Pyx_PyIndex_AsSsize_t(o);
#if PY_MAJOR_VERSION < 3
  } else if (likely(PyInt_CheckExact(o))) {
    return PyInt_AS_LONG(o);
#endif
  } else {
    Py_ssize_t ival;
    PyObject *x;
    x = PyNumber_Index(o);
    if (!x) return -1;
    ival = PyInt_AsLong(x);
    Py_DECREF(x);
    return ival;
  }
}
static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) {
  return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False);
}
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
    return PyInt_FromSize_t(ival);
}


#endif /* Py_PYTHON_H */
